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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 785}}}], "gold_summary": null, "initial_state": {"accounts": {"at0008": {"id": "at0008", "status": "active", "tier": "premium"}, "bt0008": {"id": "bt0008", "status": "active", "tier": "basic"}}}, "instruction": "Register account nt0008 with active status.", "seed": 42008, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0008"}, {"op": "equals", "path": "accounts.nt0008.status", "value": "active"}], "task_id": "train_crud_0008", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 797}}}], "gold_summary": null, "initial_state": {"accounts": {"at0020": {"id": "at0020", "status": "active", "tier": "plus"}, "bt0020": {"id": "bt0020", "status": "active", "tier": "premium"}}}, "instruction": "Register account nt0020 with active status.", "seed": 42020, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0020"}, {"op": "equals", "path": "accounts.nt0020.status", "value": "active"}], "task_id": "train_crud_0020", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 22"}}, "instruction": "Create file /notes/runbook_train_22.txt with content 'entry-train-22-771'.", "seed": 42022, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_22.txt"}, {"key": "/notes/runbook_train_22.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-22-771"}], "task_id": "train_files_0022", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0024": {"id": "at0024", "status": "active", "tier": "plus"}, "bt0024": {"id": "bt0024", "status": "active", "tier": "premium"}}}, "instruction": "Archive account at0024 by closing it with reason compliance.", "seed": 42024, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0024.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0024.closed_reason", "value": "compliance"}], "task_id": "train_crud_0024", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0025", "text": "compliance incident 8 root cause and mitigation timeline", "title": "Compliance Incident Brief 25"}, {"id": "xt0025", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 25"}]}, "instruction": "Search docs for 'compliance incident 8' and inspect top results.", "seed": 42025, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0025", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 803}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_5.txt": "seed 26"}}, "instruction": "Write 'entry-train-26-193' to /drafts/delta_train_26.md.", "seed": 42026, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_train_26.md"}, {"key": "/drafts/delta_train_26.md", "op": "map_value_equals", "path": "files", "value": "entry-train-26-193"}], "task_id": "train_files_0026", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 42027, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0027", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0029", "text": "onboarding incident 12 root cause and mitigation timeline", "title": "Onboarding Incident Brief 29"}, {"id": "xt0029", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 29"}]}, "instruction": "Find relevant docs for 'onboarding incident 12'.", "seed": 42029, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0029", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 809}}}], "gold_summary": null, "initial_state": {"accounts": {"at0032": {"id": "at0032", "status": "active", "tier": "premium"}, "bt0032": {"id": "bt0032", "status": "active", "tier": "premium"}}}, "instruction": "Register account nt0032 with active status.", "seed": 42032, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0032"}, {"op": "equals", "path": "accounts.nt0032.status", "value": "active"}], "task_id": "train_crud_0032", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0036": {"id": "at0036", "status": "active", "tier": "premium"}, "bt0036": {"id": "bt0036", "status": "active", "tier": "basic"}}}, "instruction": "Deactivate user account at0036; use reason duplicate_account.", "seed": 42036, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0036.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0036.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_0036", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0037", "text": "billing incident 3 root cause and mitigation timeline", "title": "Billing Incident Brief 37"}, {"id": "xt0037", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 37"}]}, "instruction": "Run document search with query 'billing incident 3'.", "seed": 42037, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0037", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 815}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 38"}}, "instruction": "Store the text 'entry-train-38-346' at /exports/status_train_38.txt.", "seed": 42038, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_38.txt"}, {"key": "/exports/status_train_38.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-38-346"}], "task_id": "train_files_0038", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 42039, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0039", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0040": {"id": "at0040", "status": "active", "tier": "plus"}, "bt0040": {"id": "bt0040", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at0040 with tier=basic.", "seed": 42040, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0040.tier", "value": "basic"}], "task_id": "train_crud_0040", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0041", "text": "latency incident 7 root cause and mitigation timeline", "title": "Latency Incident Brief 41"}, {"id": "xt0041", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 41"}]}, "instruction": "Find relevant docs for 'latency incident 7'.", "seed": 42041, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0041", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_0.txt": "seed 42"}}, "instruction": "Store the text 'entry-train-42-873' at /snapshots/status_train_42.log.", "seed": 42042, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_42.log"}, {"key": "/snapshots/status_train_42.log", "op": "map_value_equals", "path": "files", "value": "entry-train-42-873"}], "task_id": "train_files_0042", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 42043, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0043", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 821}}}], "gold_summary": null, "initial_state": {"accounts": {"at0044": {"id": "at0044", "status": "active", "tier": "premium"}, "bt0044": {"id": "bt0044", "status": "active", "tier": "enterprise"}}}, "instruction": "Create a new account with id nt0044.", "seed": 42044, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0044"}, {"op": "equals", "path": "accounts.nt0044.status", "value": "active"}], "task_id": "train_crud_0044", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0045", "text": "security incident 11 root cause and mitigation timeline", "title": "Security Incident Brief 45"}, {"id": "xt0045", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 45"}]}, "instruction": "Search docs for 'security incident 11' and inspect top results.", "seed": 42045, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0045", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_4.txt": "seed 46"}}, "instruction": "Write 'entry-train-46-667' to /exports/summary_train_46.log.", "seed": 42046, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_46.log"}, {"key": "/exports/summary_train_46.log", "op": "map_value_equals", "path": "files", "value": "entry-train-46-667"}], "task_id": "train_files_0046", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 42047, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0047", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0048": {"id": "at0048", "status": "active", "tier": "basic"}, "bt0048": {"id": "bt0048", "status": "active", "tier": "premium"}}}, "instruction": "Archive account at0048 by closing it with reason user_request.", "seed": 42048, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0048.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0048.closed_reason", "value": "user_request"}], "task_id": "train_crud_0048", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0049", "text": "security incident 15 root cause and mitigation timeline", "title": "Security Incident Brief 49"}, {"id": "xt0049", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 49"}]}, "instruction": "Find relevant docs for 'security incident 15'.", "seed": 42049, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0049", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 827}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_1.txt": "seed 50"}}, "instruction": "Store the text 'entry-train-50-235' at /snapshots/status_train_50.log.", "seed": 42050, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_50.log"}, {"key": "/snapshots/status_train_50.log", "op": "map_value_equals", "path": "files", "value": "entry-train-50-235"}], "task_id": "train_files_0050", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 42051, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0051", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0052": {"id": "at0052", "status": "active", "tier": "enterprise"}, "bt0052": {"id": "bt0052", "status": "active", "tier": "plus"}}}, "instruction": "Update account at0052 so tier is plus.", "seed": 42052, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0052.tier", "value": "plus"}], "task_id": "train_crud_0052", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0053", "text": "retention incident 2 root cause and mitigation timeline", "title": "Retention Incident Brief 53"}, {"id": "xt0053", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 53"}]}, "instruction": "Run document search with query 'retention incident 2'.", "seed": 42053, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0053", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_5.txt": "seed 54"}}, "instruction": "Store the text 'entry-train-54-984' at /snapshots/rollup_train_54.md.", "seed": 42054, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_54.md"}, {"key": "/snapshots/rollup_train_54.md", "op": "map_value_equals", "path": "files", "value": "entry-train-54-984"}], "task_id": "train_files_0054", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 42055, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0055", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 833}}}], "gold_summary": null, "initial_state": {"accounts": {"at0056": {"id": "at0056", "status": "active", "tier": "premium"}, "bt0056": {"id": "bt0056", "status": "active", "tier": "plus"}}}, "instruction": "Create a new account with id nt0056.", "seed": 42056, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0056"}, {"op": "equals", "path": "accounts.nt0056.status", "value": "active"}], "task_id": "train_crud_0056", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0057", "text": "security incident 6 root cause and mitigation timeline", "title": "Security Incident Brief 57"}, {"id": "xt0057", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 57"}]}, "instruction": "Run document search with query 'security incident 6'.", "seed": 42057, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0057", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_2.txt": "seed 58"}}, "instruction": "Create file /drafts/rollup_train_58.txt with content 'entry-train-58-385'.", "seed": 42058, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_58.txt"}, {"key": "/drafts/rollup_train_58.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-58-385"}], "task_id": "train_files_0058", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 42059, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0059", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0060": {"id": "at0060", "status": "active", "tier": "basic"}, "bt0060": {"id": "bt0060", "status": "active", "tier": "basic"}}}, "instruction": "Close account at0060 and mark the reason as user_request.", "seed": 42060, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0060.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0060.closed_reason", "value": "user_request"}], "task_id": "train_crud_0060", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0061", "text": "security incident 10 root cause and mitigation timeline", "title": "Security Incident Brief 61"}, {"id": "xt0061", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 61"}]}, "instruction": "Run document search with query 'security incident 10'.", "seed": 42061, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0061", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 839}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_6.txt": "seed 62"}}, "instruction": "Write 'entry-train-62-160' to /snapshots/status_train_62.md.", "seed": 42062, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_62.md"}, {"key": "/snapshots/status_train_62.md", "op": "map_value_equals", "path": "files", "value": "entry-train-62-160"}], "task_id": "train_files_0062", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 42063, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0063", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0064": {"id": "at0064", "status": "active", "tier": "enterprise"}, "bt0064": {"id": "bt0064", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at0064 with tier=plus.", "seed": 42064, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0064.tier", "value": "plus"}], "task_id": "train_crud_0064", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0065", "text": "security incident 14 root cause and mitigation timeline", "title": "Security Incident Brief 65"}, {"id": "xt0065", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 65"}]}, "instruction": "Run document search with query 'security incident 14'.", "seed": 42065, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0065", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_3.txt": "seed 66"}}, "instruction": "Store the text 'entry-train-66-853' at /drafts/summary_train_66.log.", "seed": 42066, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_66.log"}, {"key": "/drafts/summary_train_66.log", "op": "map_value_equals", "path": "files", "value": "entry-train-66-853"}], "task_id": "train_files_0066", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 42067, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0067", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 845}}}], "gold_summary": null, "initial_state": {"accounts": {"at0068": {"id": "at0068", "status": "active", "tier": "enterprise"}, "bt0068": {"id": "bt0068", "status": "active", "tier": "plus"}}}, "instruction": "Create a new account with id nt0068.", "seed": 42068, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0068"}, {"op": "equals", "path": "accounts.nt0068.status", "value": "active"}], "task_id": "train_crud_0068", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0069", "text": "onboarding incident 1 root cause and mitigation timeline", "title": "Onboarding Incident Brief 69"}, {"id": "xt0069", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 69"}]}, "instruction": "Search docs for 'onboarding incident 1' and inspect top results.", "seed": 42069, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0069", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_0.txt": "seed 70"}}, "instruction": "Write 'entry-train-70-791' to /reports/delta_train_70.txt.", "seed": 42070, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/delta_train_70.txt"}, {"key": "/reports/delta_train_70.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-70-791"}], "task_id": "train_files_0070", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 42071, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0071", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0072": {"id": "at0072", "status": "active", "tier": "basic"}, "bt0072": {"id": "bt0072", "status": "active", "tier": "basic"}}}, "instruction": "Archive account at0072 by closing it with reason compliance.", "seed": 42072, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0072.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0072.closed_reason", "value": "compliance"}], "task_id": "train_crud_0072", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0073", "text": "onboarding incident 5 root cause and mitigation timeline", "title": "Onboarding Incident Brief 73"}, {"id": "xt0073", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 73"}]}, "instruction": "Find relevant docs for 'onboarding incident 5'.", "seed": 42073, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0073", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 851}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_4.txt": "seed 74"}}, "instruction": "Store the text 'entry-train-74-785' at /exports/runbook_train_74.txt.", "seed": 42074, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_74.txt"}, {"key": "/exports/runbook_train_74.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-74-785"}], "task_id": "train_files_0074", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 42075, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0075", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0076": {"id": "at0076", "status": "active", "tier": "plus"}, "bt0076": {"id": "bt0076", "status": "active", "tier": "premium"}}}, "instruction": "Set the subscription tier for at0076 to enterprise.", "seed": 42076, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0076.tier", "value": "enterprise"}], "task_id": "train_crud_0076", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0077", "text": "billing incident 9 root cause and mitigation timeline", "title": "Billing Incident Brief 77"}, {"id": "xt0077", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 77"}]}, "instruction": "Run document search with query 'billing incident 9'.", "seed": 42077, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0077", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 78"}}, "instruction": "Store the text 'entry-train-78-175' at /notes/delta_train_78.txt.", "seed": 42078, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_train_78.txt"}, {"key": "/notes/delta_train_78.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-78-175"}], "task_id": "train_files_0078", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 42079, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0079", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 857}}}], "gold_summary": null, "initial_state": {"accounts": {"at0080": {"id": "at0080", "status": "active", "tier": "premium"}, "bt0080": {"id": "bt0080", "status": "active", "tier": "plus"}}}, "instruction": "Register account nt0080 with active status.", "seed": 42080, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0080"}, {"op": "equals", "path": "accounts.nt0080.status", "value": "active"}], "task_id": "train_crud_0080", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0081", "text": "latency incident 13 root cause and mitigation timeline", "title": "Latency Incident Brief 81"}, {"id": "xt0081", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 81"}]}, "instruction": "Run document search with query 'latency incident 13'.", "seed": 42081, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0081", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_5.txt": "seed 82"}}, "instruction": "Store the text 'entry-train-82-926' at /notes/runbook_train_82.log.", "seed": 42082, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_82.log"}, {"key": "/notes/runbook_train_82.log", "op": "map_value_equals", "path": "files", "value": "entry-train-82-926"}], "task_id": "train_files_0082", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 42083, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0083", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0084": {"id": "at0084", "status": "active", "tier": "premium"}, "bt0084": {"id": "bt0084", "status": "active", "tier": "basic"}}}, "instruction": "Deactivate user account at0084; use reason risk_review.", "seed": 42084, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0084.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0084.closed_reason", "value": "risk_review"}], "task_id": "train_crud_0084", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0085", "text": "latency incident 0 root cause and mitigation timeline", "title": "Latency Incident Brief 85"}, {"id": "xt0085", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 85"}]}, "instruction": "Search docs for 'latency incident 0' and inspect top results.", "seed": 42085, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0085", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 863}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_2.txt": "seed 86"}}, "instruction": "Create file /exports/status_train_86.log with content 'entry-train-86-749'.", "seed": 42086, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_86.log"}, {"key": "/exports/status_train_86.log", "op": "map_value_equals", "path": "files", "value": "entry-train-86-749"}], "task_id": "train_files_0086", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 42087, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0087", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0088": {"id": "at0088", "status": "active", "tier": "basic"}, "bt0088": {"id": "bt0088", "status": "active", "tier": "enterprise"}}}, "instruction": "Set the subscription tier for at0088 to enterprise.", "seed": 42088, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0088.tier", "value": "enterprise"}], "task_id": "train_crud_0088", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0089", "text": "billing incident 4 root cause and mitigation timeline", "title": "Billing Incident Brief 89"}, {"id": "xt0089", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 89"}]}, "instruction": "Search docs for 'billing incident 4' and inspect top results.", "seed": 42089, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0089", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_6.txt": "seed 90"}}, "instruction": "Store the text 'entry-train-90-552' at /exports/status_train_90.log.", "seed": 42090, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_90.log"}, {"key": "/exports/status_train_90.log", "op": "map_value_equals", "path": "files", "value": "entry-train-90-552"}], "task_id": "train_files_0090", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 42091, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0091", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_3.txt": "seed 94"}}, "instruction": "Write 'entry-train-94-230' to /notes/status_train_94.md.", "seed": 42094, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_train_94.md"}, {"key": "/notes/status_train_94.md", "op": "map_value_equals", "path": "files", "value": "entry-train-94-230"}], "task_id": "train_files_0094", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0096": {"id": "at0096", "status": "active", "tier": "plus"}, "bt0096": {"id": "bt0096", "status": "active", "tier": "basic"}}}, "instruction": "Archive account at0096 by closing it with reason duplicate_account.", "seed": 42096, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0096.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0096.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_0096", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0097", "text": "compliance incident 12 root cause and mitigation timeline", "title": "Compliance Incident Brief 97"}, {"id": "xt0097", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 97"}]}, "instruction": "Find relevant docs for 'compliance incident 12'.", "seed": 42097, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0097", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 875}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_0.txt": "seed 98"}}, "instruction": "Write 'entry-train-98-919' to /drafts/status_train_98.txt.", "seed": 42098, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/status_train_98.txt"}, {"key": "/drafts/status_train_98.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-98-919"}], "task_id": "train_files_0098", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 42099, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0099", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0100": {"id": "at0100", "status": "active", "tier": "premium"}, "bt0100": {"id": "bt0100", "status": "active", "tier": "plus"}}}, "instruction": "Set the subscription tier for at0100 to plus.", "seed": 42100, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0100.tier", "value": "plus"}], "task_id": "train_crud_0100", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0101", "text": "retention incident 16 root cause and mitigation timeline", "title": "Retention Incident Brief 101"}, {"id": "xt0101", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 101"}]}, "instruction": "Run document search with query 'retention incident 16'.", "seed": 42101, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0101", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_4.txt": "seed 102"}}, "instruction": "Create file /reports/rollup_train_102.txt with content 'entry-train-102-304'.", "seed": 42102, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_102.txt"}, {"key": "/reports/rollup_train_102.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-102-304"}], "task_id": "train_files_0102", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 42103, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0103", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 881}}}], "gold_summary": null, "initial_state": {"accounts": {"at0104": {"id": "at0104", "status": "active", "tier": "basic"}, "bt0104": {"id": "bt0104", "status": "active", "tier": "plus"}}}, "instruction": "Register account nt0104 with active status.", "seed": 42104, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0104"}, {"op": "equals", "path": "accounts.nt0104.status", "value": "active"}], "task_id": "train_crud_0104", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0105", "text": "latency incident 3 root cause and mitigation timeline", "title": "Latency Incident Brief 105"}, {"id": "xt0105", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 105"}]}, "instruction": "Search docs for 'latency incident 3' and inspect top results.", "seed": 42105, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0105", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_1.txt": "seed 106"}}, "instruction": "Create file /exports/runbook_train_106.log with content 'entry-train-106-621'.", "seed": 42106, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_106.log"}, {"key": "/exports/runbook_train_106.log", "op": "map_value_equals", "path": "files", "value": "entry-train-106-621"}], "task_id": "train_files_0106", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0108": {"id": "at0108", "status": "active", "tier": "premium"}, "bt0108": {"id": "bt0108", "status": "active", "tier": "basic"}}}, "instruction": "Deactivate user account at0108; use reason compliance.", "seed": 42108, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0108.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0108.closed_reason", "value": "compliance"}], "task_id": "train_crud_0108", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0109", "text": "retention incident 7 root cause and mitigation timeline", "title": "Retention Incident Brief 109"}, {"id": "xt0109", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 109"}]}, "instruction": "Run document search with query 'retention incident 7'.", "seed": 42109, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0109", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 887}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_5.txt": "seed 110"}}, "instruction": "Store the text 'entry-train-110-494' at /notes/delta_train_110.txt.", "seed": 42110, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_train_110.txt"}, {"key": "/notes/delta_train_110.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-110-494"}], "task_id": "train_files_0110", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 42111, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0111", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0112": {"id": "at0112", "status": "active", "tier": "enterprise"}, "bt0112": {"id": "bt0112", "status": "active", "tier": "plus"}}}, "instruction": "Set the subscription tier for at0112 to basic.", "seed": 42112, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0112.tier", "value": "basic"}], "task_id": "train_crud_0112", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0113", "text": "billing incident 11 root cause and mitigation timeline", "title": "Billing Incident Brief 113"}, {"id": "xt0113", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 113"}]}, "instruction": "Find relevant docs for 'billing incident 11'.", "seed": 42113, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0113", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_2.txt": "seed 114"}}, "instruction": "Store the text 'entry-train-114-407' at /exports/summary_train_114.log.", "seed": 42114, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_114.log"}, {"key": "/exports/summary_train_114.log", "op": "map_value_equals", "path": "files", "value": "entry-train-114-407"}], "task_id": "train_files_0114", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 42115, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0115", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 893}}}], "gold_summary": null, "initial_state": {"accounts": {"at0116": {"id": "at0116", "status": "active", "tier": "premium"}, "bt0116": {"id": "bt0116", "status": "active", "tier": "plus"}}}, "instruction": "Create a new account with id nt0116.", "seed": 42116, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0116"}, {"op": "equals", "path": "accounts.nt0116.status", "value": "active"}], "task_id": "train_crud_0116", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0117", "text": "compliance incident 15 root cause and mitigation timeline", "title": "Compliance Incident Brief 117"}, {"id": "xt0117", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 117"}]}, "instruction": "Find relevant docs for 'compliance incident 15'.", "seed": 42117, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0117", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_6.txt": "seed 118"}}, "instruction": "Create file /drafts/delta_train_118.log with content 'entry-train-118-408'.", "seed": 42118, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_train_118.log"}, {"key": "/drafts/delta_train_118.log", "op": "map_value_equals", "path": "files", "value": "entry-train-118-408"}], "task_id": "train_files_0118", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 42119, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0119", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0120": {"id": "at0120", "status": "active", "tier": "premium"}, "bt0120": {"id": "bt0120", "status": "active", "tier": "enterprise"}}}, "instruction": "Archive account at0120 by closing it with reason compliance.", "seed": 42120, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0120.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0120.closed_reason", "value": "compliance"}], "task_id": "train_crud_0120", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0121", "text": "security incident 2 root cause and mitigation timeline", "title": "Security Incident Brief 121"}, {"id": "xt0121", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 121"}]}, "instruction": "Run document search with query 'security incident 2'.", "seed": 42121, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0121", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 899}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_3.txt": "seed 122"}}, "instruction": "Store the text 'entry-train-122-627' at /drafts/summary_train_122.md.", "seed": 42122, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_122.md"}, {"key": "/drafts/summary_train_122.md", "op": "map_value_equals", "path": "files", "value": "entry-train-122-627"}], "task_id": "train_files_0122", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 42123, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0123", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0124": {"id": "at0124", "status": "active", "tier": "premium"}, "bt0124": {"id": "bt0124", "status": "active", "tier": "plus"}}}, "instruction": "Update account at0124 so tier is basic.", "seed": 42124, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0124.tier", "value": "basic"}], "task_id": "train_crud_0124", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0125", "text": "billing incident 6 root cause and mitigation timeline", "title": "Billing Incident Brief 125"}, {"id": "xt0125", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 125"}]}, "instruction": "Run document search with query 'billing incident 6'.", "seed": 42125, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0125", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_0.txt": "seed 126"}}, "instruction": "Store the text 'entry-train-126-524' at /notes/summary_train_126.md.", "seed": 42126, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_126.md"}, {"key": "/notes/summary_train_126.md", "op": "map_value_equals", "path": "files", "value": "entry-train-126-524"}], "task_id": "train_files_0126", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 42127, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0127", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 905}}}], "gold_summary": null, "initial_state": {"accounts": {"at0128": {"id": "at0128", "status": "active", "tier": "enterprise"}, "bt0128": {"id": "bt0128", "status": "active", "tier": "plus"}}}, "instruction": "Add customer account nt0128.", "seed": 42128, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0128"}, {"op": "equals", "path": "accounts.nt0128.status", "value": "active"}], "task_id": "train_crud_0128", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0129", "text": "retention incident 10 root cause and mitigation timeline", "title": "Retention Incident Brief 129"}, {"id": "xt0129", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 129"}]}, "instruction": "Search docs for 'retention incident 10' and inspect top results.", "seed": 42129, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0129", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_4.txt": "seed 130"}}, "instruction": "Store the text 'entry-train-130-923' at /snapshots/status_train_130.txt.", "seed": 42130, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_130.txt"}, {"key": "/snapshots/status_train_130.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-130-923"}], "task_id": "train_files_0130", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 42131, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0131", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0132": {"id": "at0132", "status": "active", "tier": "enterprise"}, "bt0132": {"id": "bt0132", "status": "active", "tier": "enterprise"}}}, "instruction": "Deactivate user account at0132; use reason duplicate_account.", "seed": 42132, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0132.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0132.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_0132", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0133", "text": "onboarding incident 14 root cause and mitigation timeline", "title": "Onboarding Incident Brief 133"}, {"id": "xt0133", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 133"}]}, "instruction": "Run document search with query 'onboarding incident 14'.", "seed": 42133, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0133", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 911}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 134"}}, "instruction": "Create file /notes/rollup_train_134.txt with content 'entry-train-134-861'.", "seed": 42134, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_134.txt"}, {"key": "/notes/rollup_train_134.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-134-861"}], "task_id": "train_files_0134", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 42135, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0135", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0136": {"id": "at0136", "status": "active", "tier": "premium"}, "bt0136": {"id": "bt0136", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at0136 with tier=enterprise.", "seed": 42136, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0136.tier", "value": "enterprise"}], "task_id": "train_crud_0136", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0137", "text": "latency incident 1 root cause and mitigation timeline", "title": "Latency Incident Brief 137"}, {"id": "xt0137", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 137"}]}, "instruction": "Search docs for 'latency incident 1' and inspect top results.", "seed": 42137, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0137", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_5.txt": "seed 138"}}, "instruction": "Create file /exports/status_train_138.md with content 'entry-train-138-443'.", "seed": 42138, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_138.md"}, {"key": "/exports/status_train_138.md", "op": "map_value_equals", "path": "files", "value": "entry-train-138-443"}], "task_id": "train_files_0138", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 42139, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0139", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 917}}}], "gold_summary": null, "initial_state": {"accounts": {"at0140": {"id": "at0140", "status": "active", "tier": "plus"}, "bt0140": {"id": "bt0140", "status": "active", "tier": "plus"}}}, "instruction": "Add customer account nt0140.", "seed": 42140, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0140"}, {"op": "equals", "path": "accounts.nt0140.status", "value": "active"}], "task_id": "train_crud_0140", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0141", "text": "security incident 5 root cause and mitigation timeline", "title": "Security Incident Brief 141"}, {"id": "xt0141", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 141"}]}, "instruction": "Run document search with query 'security incident 5'.", "seed": 42141, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0141", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_2.txt": "seed 142"}}, "instruction": "Create file /snapshots/runbook_train_142.log with content 'entry-train-142-577'.", "seed": 42142, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/runbook_train_142.log"}, {"key": "/snapshots/runbook_train_142.log", "op": "map_value_equals", "path": "files", "value": "entry-train-142-577"}], "task_id": "train_files_0142", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 42143, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0143", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0144": {"id": "at0144", "status": "active", "tier": "basic"}, "bt0144": {"id": "bt0144", "status": "active", "tier": "enterprise"}}}, "instruction": "Close account at0144 and mark the reason as compliance.", "seed": 42144, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0144.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0144.closed_reason", "value": "compliance"}], "task_id": "train_crud_0144", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0145", "text": "latency incident 9 root cause and mitigation timeline", "title": "Latency Incident Brief 145"}, {"id": "xt0145", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 145"}]}, "instruction": "Run document search with query 'latency incident 9'.", "seed": 42145, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0145", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 923}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_6.txt": "seed 146"}}, "instruction": "Store the text 'entry-train-146-852' at /snapshots/delta_train_146.log.", "seed": 42146, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/delta_train_146.log"}, {"key": "/snapshots/delta_train_146.log", "op": "map_value_equals", "path": "files", "value": "entry-train-146-852"}], "task_id": "train_files_0146", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 42147, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0147", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0148": {"id": "at0148", "status": "active", "tier": "premium"}, "bt0148": {"id": "bt0148", "status": "active", "tier": "enterprise"}}}, "instruction": "Update account at0148 so tier is plus.", "seed": 42148, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0148.tier", "value": "plus"}], "task_id": "train_crud_0148", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0149", "text": "latency incident 13 root cause and mitigation timeline", "title": "Latency Incident Brief 149"}, {"id": "xt0149", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 149"}]}, "instruction": "Find relevant docs for 'latency incident 13'.", "seed": 42149, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0149", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_3.txt": "seed 150"}}, "instruction": "Store the text 'entry-train-150-737' at /drafts/rollup_train_150.txt.", "seed": 42150, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_150.txt"}, {"key": "/drafts/rollup_train_150.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-150-737"}], "task_id": "train_files_0150", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 42151, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0151", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 929}}}], "gold_summary": null, "initial_state": {"accounts": {"at0152": {"id": "at0152", "status": "active", "tier": "basic"}, "bt0152": {"id": "bt0152", "status": "active", "tier": "enterprise"}}}, "instruction": "Create a new account with id nt0152.", "seed": 42152, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0152"}, {"op": "equals", "path": "accounts.nt0152.status", "value": "active"}], "task_id": "train_crud_0152", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0153", "text": "compliance incident 0 root cause and mitigation timeline", "title": "Compliance Incident Brief 153"}, {"id": "xt0153", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 153"}]}, "instruction": "Search docs for 'compliance incident 0' and inspect top results.", "seed": 42153, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0153", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_0.txt": "seed 154"}}, "instruction": "Create file /exports/rollup_train_154.md with content 'entry-train-154-316'.", "seed": 42154, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_154.md"}, {"key": "/exports/rollup_train_154.md", "op": "map_value_equals", "path": "files", "value": "entry-train-154-316"}], "task_id": "train_files_0154", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 42155, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0155", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0156": {"id": "at0156", "status": "active", "tier": "premium"}, "bt0156": {"id": "bt0156", "status": "active", "tier": "enterprise"}}}, "instruction": "Archive account at0156 by closing it with reason user_request.", "seed": 42156, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0156.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0156.closed_reason", "value": "user_request"}], "task_id": "train_crud_0156", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0157", "text": "onboarding incident 4 root cause and mitigation timeline", "title": "Onboarding Incident Brief 157"}, {"id": "xt0157", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 157"}]}, "instruction": "Run document search with query 'onboarding incident 4'.", "seed": 42157, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0157", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 935}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_4.txt": "seed 158"}}, "instruction": "Write 'entry-train-158-141' to /drafts/summary_train_158.log.", "seed": 42158, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_158.log"}, {"key": "/drafts/summary_train_158.log", "op": "map_value_equals", "path": "files", "value": "entry-train-158-141"}], "task_id": "train_files_0158", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 42159, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0159", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0160": {"id": "at0160", "status": "active", "tier": "plus"}, "bt0160": {"id": "bt0160", "status": "active", "tier": "plus"}}}, "instruction": "Set the subscription tier for at0160 to basic.", "seed": 42160, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0160.tier", "value": "basic"}], "task_id": "train_crud_0160", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0161", "text": "onboarding incident 8 root cause and mitigation timeline", "title": "Onboarding Incident Brief 161"}, {"id": "xt0161", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 161"}]}, "instruction": "Run document search with query 'onboarding incident 8'.", "seed": 42161, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0161", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_1.txt": "seed 162"}}, "instruction": "Store the text 'entry-train-162-720' at /exports/runbook_train_162.txt.", "seed": 42162, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_162.txt"}, {"key": "/exports/runbook_train_162.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-162-720"}], "task_id": "train_files_0162", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 42163, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0163", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 941}}}], "gold_summary": null, "initial_state": {"accounts": {"at0164": {"id": "at0164", "status": "active", "tier": "basic"}, "bt0164": {"id": "bt0164", "status": "active", "tier": "enterprise"}}}, "instruction": "Register account nt0164 with active status.", "seed": 42164, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0164"}, {"op": "equals", "path": "accounts.nt0164.status", "value": "active"}], "task_id": "train_crud_0164", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0165", "text": "retention incident 12 root cause and mitigation timeline", "title": "Retention Incident Brief 165"}, {"id": "xt0165", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 165"}]}, "instruction": "Search docs for 'retention incident 12' and inspect top results.", "seed": 42165, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0165", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_5.txt": "seed 166"}}, "instruction": "Create file /notes/status_train_166.txt with content 'entry-train-166-813'.", "seed": 42166, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_train_166.txt"}, {"key": "/notes/status_train_166.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-166-813"}], "task_id": "train_files_0166", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 42167, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0167", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0168": {"id": "at0168", "status": "active", "tier": "enterprise"}, "bt0168": {"id": "bt0168", "status": "active", "tier": "premium"}}}, "instruction": "Archive account at0168 by closing it with reason user_request.", "seed": 42168, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0168.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0168.closed_reason", "value": "user_request"}], "task_id": "train_crud_0168", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0169", "text": "retention incident 16 root cause and mitigation timeline", "title": "Retention Incident Brief 169"}, {"id": "xt0169", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 169"}]}, "instruction": "Search docs for 'retention incident 16' and inspect top results.", "seed": 42169, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0169", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 947}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_2.txt": "seed 170"}}, "instruction": "Create file /snapshots/rollup_train_170.txt with content 'entry-train-170-543'.", "seed": 42170, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_170.txt"}, {"key": "/snapshots/rollup_train_170.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-170-543"}], "task_id": "train_files_0170", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 42171, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0171", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0172": {"id": "at0172", "status": "active", "tier": "premium"}, "bt0172": {"id": "bt0172", "status": "active", "tier": "enterprise"}}}, "instruction": "Set the subscription tier for at0172 to enterprise.", "seed": 42172, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0172.tier", "value": "enterprise"}], "task_id": "train_crud_0172", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0173", "text": "retention incident 3 root cause and mitigation timeline", "title": "Retention Incident Brief 173"}, {"id": "xt0173", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 173"}]}, "instruction": "Run document search with query 'retention incident 3'.", "seed": 42173, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0173", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_6.txt": "seed 174"}}, "instruction": "Create file /exports/status_train_174.txt with content 'entry-train-174-385'.", "seed": 42174, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_174.txt"}, {"key": "/exports/status_train_174.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-174-385"}], "task_id": "train_files_0174", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 42175, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0175", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 953}}}], "gold_summary": null, "initial_state": {"accounts": {"at0176": {"id": "at0176", "status": "active", "tier": "enterprise"}, "bt0176": {"id": "bt0176", "status": "active", "tier": "basic"}}}, "instruction": "Register account nt0176 with active status.", "seed": 42176, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0176"}, {"op": "equals", "path": "accounts.nt0176.status", "value": "active"}], "task_id": "train_crud_0176", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0177", "text": "latency incident 7 root cause and mitigation timeline", "title": "Latency Incident Brief 177"}, {"id": "xt0177", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 177"}]}, "instruction": "Run document search with query 'latency incident 7'.", "seed": 42177, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0177", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_3.txt": "seed 178"}}, "instruction": "Create file /drafts/runbook_train_178.md with content 'entry-train-178-448'.", "seed": 42178, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_train_178.md"}, {"key": "/drafts/runbook_train_178.md", "op": "map_value_equals", "path": "files", "value": "entry-train-178-448"}], "task_id": "train_files_0178", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 42179, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0179", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0180": {"id": "at0180", "status": "active", "tier": "basic"}, "bt0180": {"id": "bt0180", "status": "active", "tier": "enterprise"}}}, "instruction": "Archive account at0180 by closing it with reason compliance.", "seed": 42180, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0180.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0180.closed_reason", "value": "compliance"}], "task_id": "train_crud_0180", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0181", "text": "security incident 11 root cause and mitigation timeline", "title": "Security Incident Brief 181"}, {"id": "xt0181", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 181"}]}, "instruction": "Find relevant docs for 'security incident 11'.", "seed": 42181, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0181", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 959}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_0.txt": "seed 182"}}, "instruction": "Create file /snapshots/rollup_train_182.txt with content 'entry-train-182-195'.", "seed": 42182, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_182.txt"}, {"key": "/snapshots/rollup_train_182.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-182-195"}], "task_id": "train_files_0182", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 42183, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0183", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0184": {"id": "at0184", "status": "active", "tier": "premium"}, "bt0184": {"id": "bt0184", "status": "active", "tier": "premium"}}}, "instruction": "Set the subscription tier for at0184 to plus.", "seed": 42184, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0184.tier", "value": "plus"}], "task_id": "train_crud_0184", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0185", "text": "latency incident 15 root cause and mitigation timeline", "title": "Latency Incident Brief 185"}, {"id": "xt0185", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 185"}]}, "instruction": "Run document search with query 'latency incident 15'.", "seed": 42185, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0185", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_4.txt": "seed 186"}}, "instruction": "Store the text 'entry-train-186-223' at /exports/runbook_train_186.txt.", "seed": 42186, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_186.txt"}, {"key": "/exports/runbook_train_186.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-186-223"}], "task_id": "train_files_0186", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 42187, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0187", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 965}}}], "gold_summary": null, "initial_state": {"accounts": {"at0188": {"id": "at0188", "status": "active", "tier": "plus"}, "bt0188": {"id": "bt0188", "status": "active", "tier": "plus"}}}, "instruction": "Add customer account nt0188.", "seed": 42188, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0188"}, {"op": "equals", "path": "accounts.nt0188.status", "value": "active"}], "task_id": "train_crud_0188", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0189", "text": "compliance incident 2 root cause and mitigation timeline", "title": "Compliance Incident Brief 189"}, {"id": "xt0189", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 189"}]}, "instruction": "Find relevant docs for 'compliance incident 2'.", "seed": 42189, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0189", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 190"}}, "instruction": "Write 'entry-train-190-389' to /notes/delta_train_190.log.", "seed": 42190, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_train_190.log"}, {"key": "/notes/delta_train_190.log", "op": "map_value_equals", "path": "files", "value": "entry-train-190-389"}], "task_id": "train_files_0190", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 42191, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0191", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0192": {"id": "at0192", "status": "active", "tier": "premium"}, "bt0192": {"id": "bt0192", "status": "active", "tier": "plus"}}}, "instruction": "Close account at0192 and mark the reason as duplicate_account.", "seed": 42192, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0192.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0192.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_0192", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0193", "text": "billing incident 6 root cause and mitigation timeline", "title": "Billing Incident Brief 193"}, {"id": "xt0193", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 193"}]}, "instruction": "Run document search with query 'billing incident 6'.", "seed": 42193, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0193", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 971}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_5.txt": "seed 194"}}, "instruction": "Write 'entry-train-194-993' to /drafts/rollup_train_194.txt.", "seed": 42194, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_194.txt"}, {"key": "/drafts/rollup_train_194.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-194-993"}], "task_id": "train_files_0194", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 42195, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0195", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0196": {"id": "at0196", "status": "active", "tier": "enterprise"}, "bt0196": {"id": "bt0196", "status": "active", "tier": "plus"}}}, "instruction": "Update account at0196 so tier is plus.", "seed": 42196, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0196.tier", "value": "plus"}], "task_id": "train_crud_0196", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0197", "text": "compliance incident 10 root cause and mitigation timeline", "title": "Compliance Incident Brief 197"}, {"id": "xt0197", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 197"}]}, "instruction": "Search docs for 'compliance incident 10' and inspect top results.", "seed": 42197, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0197", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_2.txt": "seed 198"}}, "instruction": "Store the text 'entry-train-198-690' at /snapshots/rollup_train_198.txt.", "seed": 42198, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_198.txt"}, {"key": "/snapshots/rollup_train_198.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-198-690"}], "task_id": "train_files_0198", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 42199, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0199", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 977}}}], "gold_summary": null, "initial_state": {"accounts": {"at0200": {"id": "at0200", "status": "active", "tier": "premium"}, "bt0200": {"id": "bt0200", "status": "active", "tier": "plus"}}}, "instruction": "Create a new account with id nt0200.", "seed": 42200, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0200"}, {"op": "equals", "path": "accounts.nt0200.status", "value": "active"}], "task_id": "train_crud_0200", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0201", "text": "onboarding incident 14 root cause and mitigation timeline", "title": "Onboarding Incident Brief 201"}, {"id": "xt0201", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 201"}]}, "instruction": "Find relevant docs for 'onboarding incident 14'.", "seed": 42201, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0201", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_6.txt": "seed 202"}}, "instruction": "Store the text 'entry-train-202-894' at /notes/delta_train_202.txt.", "seed": 42202, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_train_202.txt"}, {"key": "/notes/delta_train_202.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-202-894"}], "task_id": "train_files_0202", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 42203, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0203", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0204": {"id": "at0204", "status": "active", "tier": "enterprise"}, "bt0204": {"id": "bt0204", "status": "active", "tier": "basic"}}}, "instruction": "Close account at0204 and mark the reason as user_request.", "seed": 42204, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0204.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0204.closed_reason", "value": "user_request"}], "task_id": "train_crud_0204", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0205", "text": "retention incident 1 root cause and mitigation timeline", "title": "Retention Incident Brief 205"}, {"id": "xt0205", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 205"}]}, "instruction": "Run document search with query 'retention incident 1'.", "seed": 42205, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0205", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 983}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_3.txt": "seed 206"}}, "instruction": "Store the text 'entry-train-206-277' at /reports/status_train_206.txt.", "seed": 42206, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/status_train_206.txt"}, {"key": "/reports/status_train_206.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-206-277"}], "task_id": "train_files_0206", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 42207, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0207", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0208": {"id": "at0208", "status": "active", "tier": "enterprise"}, "bt0208": {"id": "bt0208", "status": "active", "tier": "enterprise"}}}, "instruction": "Set the subscription tier for at0208 to premium.", "seed": 42208, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0208.tier", "value": "premium"}], "task_id": "train_crud_0208", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0209", "text": "security incident 5 root cause and mitigation timeline", "title": "Security Incident Brief 209"}, {"id": "xt0209", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 209"}]}, "instruction": "Find relevant docs for 'security incident 5'.", "seed": 42209, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0209", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_0.txt": "seed 210"}}, "instruction": "Write 'entry-train-210-803' to /exports/rollup_train_210.txt.", "seed": 42210, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_210.txt"}, {"key": "/exports/rollup_train_210.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-210-803"}], "task_id": "train_files_0210", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 42211, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0211", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 989}}}], "gold_summary": null, "initial_state": {"accounts": {"at0212": {"id": "at0212", "status": "active", "tier": "basic"}, "bt0212": {"id": "bt0212", "status": "active", "tier": "plus"}}}, "instruction": "Add customer account nt0212.", "seed": 42212, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0212"}, {"op": "equals", "path": "accounts.nt0212.status", "value": "active"}], "task_id": "train_crud_0212", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0213", "text": "security incident 9 root cause and mitigation timeline", "title": "Security Incident Brief 213"}, {"id": "xt0213", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 213"}]}, "instruction": "Search docs for 'security incident 9' and inspect top results.", "seed": 42213, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0213", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_4.txt": "seed 214"}}, "instruction": "Create file /reports/summary_train_214.txt with content 'entry-train-214-911'.", "seed": 42214, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_214.txt"}, {"key": "/reports/summary_train_214.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-214-911"}], "task_id": "train_files_0214", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 42215, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0215", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0216": {"id": "at0216", "status": "active", "tier": "premium"}, "bt0216": {"id": "bt0216", "status": "active", "tier": "enterprise"}}}, "instruction": "Archive account at0216 by closing it with reason duplicate_account.", "seed": 42216, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0216.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0216.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_0216", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0217", "text": "onboarding incident 13 root cause and mitigation timeline", "title": "Onboarding Incident Brief 217"}, {"id": "xt0217", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 217"}]}, "instruction": "Run document search with query 'onboarding incident 13'.", "seed": 42217, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0217", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 995}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_1.txt": "seed 218"}}, "instruction": "Store the text 'entry-train-218-542' at /reports/delta_train_218.txt.", "seed": 42218, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/delta_train_218.txt"}, {"key": "/reports/delta_train_218.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-218-542"}], "task_id": "train_files_0218", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 42219, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0219", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0220": {"id": "at0220", "status": "active", "tier": "basic"}, "bt0220": {"id": "bt0220", "status": "active", "tier": "basic"}}}, "instruction": "Patch account at0220 with tier=plus.", "seed": 42220, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0220.tier", "value": "plus"}], "task_id": "train_crud_0220", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0221", "text": "onboarding incident 0 root cause and mitigation timeline", "title": "Onboarding Incident Brief 221"}, {"id": "xt0221", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 221"}]}, "instruction": "Search docs for 'onboarding incident 0' and inspect top results.", "seed": 42221, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0221", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_5.txt": "seed 222"}}, "instruction": "Create file /snapshots/delta_train_222.log with content 'entry-train-222-552'.", "seed": 42222, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/delta_train_222.log"}, {"key": "/snapshots/delta_train_222.log", "op": "map_value_equals", "path": "files", "value": "entry-train-222-552"}], "task_id": "train_files_0222", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 42223, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0223", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1001}}}], "gold_summary": null, "initial_state": {"accounts": {"at0224": {"id": "at0224", "status": "active", "tier": "enterprise"}, "bt0224": {"id": "bt0224", "status": "active", "tier": "enterprise"}}}, "instruction": "Register account nt0224 with active status.", "seed": 42224, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0224"}, {"op": "equals", "path": "accounts.nt0224.status", "value": "active"}], "task_id": "train_crud_0224", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0225", "text": "compliance incident 4 root cause and mitigation timeline", "title": "Compliance Incident Brief 225"}, {"id": "xt0225", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 225"}]}, "instruction": "Run document search with query 'compliance incident 4'.", "seed": 42225, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0225", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_2.txt": "seed 226"}}, "instruction": "Store the text 'entry-train-226-521' at /reports/status_train_226.md.", "seed": 42226, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/status_train_226.md"}, {"key": "/reports/status_train_226.md", "op": "map_value_equals", "path": "files", "value": "entry-train-226-521"}], "task_id": "train_files_0226", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 42227, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0227", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0228": {"id": "at0228", "status": "active", "tier": "enterprise"}, "bt0228": {"id": "bt0228", "status": "active", "tier": "premium"}}}, "instruction": "Deactivate user account at0228; use reason duplicate_account.", "seed": 42228, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0228.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0228.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_0228", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0229", "text": "billing incident 8 root cause and mitigation timeline", "title": "Billing Incident Brief 229"}, {"id": "xt0229", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 229"}]}, "instruction": "Find relevant docs for 'billing incident 8'.", "seed": 42229, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0229", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1007}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_6.txt": "seed 230"}}, "instruction": "Write 'entry-train-230-523' to /reports/delta_train_230.md.", "seed": 42230, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/delta_train_230.md"}, {"key": "/reports/delta_train_230.md", "op": "map_value_equals", "path": "files", "value": "entry-train-230-523"}], "task_id": "train_files_0230", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 42231, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0231", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0232": {"id": "at0232", "status": "active", "tier": "enterprise"}, "bt0232": {"id": "bt0232", "status": "active", "tier": "enterprise"}}}, "instruction": "Update account at0232 so tier is premium.", "seed": 42232, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0232.tier", "value": "premium"}], "task_id": "train_crud_0232", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0233", "text": "latency incident 12 root cause and mitigation timeline", "title": "Latency Incident Brief 233"}, {"id": "xt0233", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 233"}]}, "instruction": "Search docs for 'latency incident 12' and inspect top results.", "seed": 42233, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0233", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 234"}}, "instruction": "Write 'entry-train-234-596' to /exports/rollup_train_234.log.", "seed": 42234, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_234.log"}, {"key": "/exports/rollup_train_234.log", "op": "map_value_equals", "path": "files", "value": "entry-train-234-596"}], "task_id": "train_files_0234", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 42235, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0235", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1013}}}], "gold_summary": null, "initial_state": {"accounts": {"at0236": {"id": "at0236", "status": "active", "tier": "plus"}, "bt0236": {"id": "bt0236", "status": "active", "tier": "basic"}}}, "instruction": "Add customer account nt0236.", "seed": 42236, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0236"}, {"op": "equals", "path": "accounts.nt0236.status", "value": "active"}], "task_id": "train_crud_0236", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0237", "text": "compliance incident 16 root cause and mitigation timeline", "title": "Compliance Incident Brief 237"}, {"id": "xt0237", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 237"}]}, "instruction": "Search docs for 'compliance incident 16' and inspect top results.", "seed": 42237, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0237", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_0.txt": "seed 238"}}, "instruction": "Write 'entry-train-238-763' to /reports/rollup_train_238.txt.", "seed": 42238, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_238.txt"}, {"key": "/reports/rollup_train_238.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-238-763"}], "task_id": "train_files_0238", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 42239, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0239", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0240": {"id": "at0240", "status": "active", "tier": "enterprise"}, "bt0240": {"id": "bt0240", "status": "active", "tier": "plus"}}}, "instruction": "Archive account at0240 by closing it with reason compliance.", "seed": 42240, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0240.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0240.closed_reason", "value": "compliance"}], "task_id": "train_crud_0240", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0241", "text": "security incident 3 root cause and mitigation timeline", "title": "Security Incident Brief 241"}, {"id": "xt0241", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 241"}]}, "instruction": "Search docs for 'security incident 3' and inspect top results.", "seed": 42241, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0241", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1019}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_4.txt": "seed 242"}}, "instruction": "Write 'entry-train-242-239' to /notes/delta_train_242.log.", "seed": 42242, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_train_242.log"}, {"key": "/notes/delta_train_242.log", "op": "map_value_equals", "path": "files", "value": "entry-train-242-239"}], "task_id": "train_files_0242", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 42243, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0243", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0244": {"id": "at0244", "status": "active", "tier": "premium"}, "bt0244": {"id": "bt0244", "status": "active", "tier": "premium"}}}, "instruction": "Patch account at0244 with tier=basic.", "seed": 42244, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0244.tier", "value": "basic"}], "task_id": "train_crud_0244", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0245", "text": "onboarding incident 7 root cause and mitigation timeline", "title": "Onboarding Incident Brief 245"}, {"id": "xt0245", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 245"}]}, "instruction": "Find relevant docs for 'onboarding incident 7'.", "seed": 42245, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0245", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_1.txt": "seed 246"}}, "instruction": "Create file /snapshots/status_train_246.md with content 'entry-train-246-651'.", "seed": 42246, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_246.md"}, {"key": "/snapshots/status_train_246.md", "op": "map_value_equals", "path": "files", "value": "entry-train-246-651"}], "task_id": "train_files_0246", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1025}}}], "gold_summary": null, "initial_state": {"accounts": {"at0248": {"id": "at0248", "status": "active", "tier": "enterprise"}, "bt0248": {"id": "bt0248", "status": "active", "tier": "premium"}}}, "instruction": "Create a new account with id nt0248.", "seed": 42248, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0248"}, {"op": "equals", "path": "accounts.nt0248.status", "value": "active"}], "task_id": "train_crud_0248", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0252": {"id": "at0252", "status": "active", "tier": "basic"}, "bt0252": {"id": "bt0252", "status": "active", "tier": "premium"}}}, "instruction": "Deactivate user account at0252; use reason user_request.", "seed": 42252, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0252.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0252.closed_reason", "value": "user_request"}], "task_id": "train_crud_0252", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0253", "text": "billing incident 15 root cause and mitigation timeline", "title": "Billing Incident Brief 253"}, {"id": "xt0253", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 253"}]}, "instruction": "Run document search with query 'billing incident 15'.", "seed": 42253, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0253", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1031}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_2.txt": "seed 254"}}, "instruction": "Store the text 'entry-train-254-991' at /reports/status_train_254.md.", "seed": 42254, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/status_train_254.md"}, {"key": "/reports/status_train_254.md", "op": "map_value_equals", "path": "files", "value": "entry-train-254-991"}], "task_id": "train_files_0254", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 42255, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0255", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0256": {"id": "at0256", "status": "active", "tier": "premium"}, "bt0256": {"id": "bt0256", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at0256 with tier=enterprise.", "seed": 42256, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0256.tier", "value": "enterprise"}], "task_id": "train_crud_0256", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0257", "text": "latency incident 2 root cause and mitigation timeline", "title": "Latency Incident Brief 257"}, {"id": "xt0257", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 257"}]}, "instruction": "Run document search with query 'latency incident 2'.", "seed": 42257, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0257", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_6.txt": "seed 258"}}, "instruction": "Store the text 'entry-train-258-136' at /exports/rollup_train_258.log.", "seed": 42258, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_258.log"}, {"key": "/exports/rollup_train_258.log", "op": "map_value_equals", "path": "files", "value": "entry-train-258-136"}], "task_id": "train_files_0258", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 42259, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0259", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1037}}}], "gold_summary": null, "initial_state": {"accounts": {"at0260": {"id": "at0260", "status": "active", "tier": "basic"}, "bt0260": {"id": "bt0260", "status": "active", "tier": "basic"}}}, "instruction": "Add customer account nt0260.", "seed": 42260, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0260"}, {"op": "equals", "path": "accounts.nt0260.status", "value": "active"}], "task_id": "train_crud_0260", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0261", "text": "retention incident 6 root cause and mitigation timeline", "title": "Retention Incident Brief 261"}, {"id": "xt0261", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 261"}]}, "instruction": "Run document search with query 'retention incident 6'.", "seed": 42261, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0261", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_3.txt": "seed 262"}}, "instruction": "Create file /drafts/runbook_train_262.txt with content 'entry-train-262-147'.", "seed": 42262, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_train_262.txt"}, {"key": "/drafts/runbook_train_262.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-262-147"}], "task_id": "train_files_0262", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 42263, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0263", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0264": {"id": "at0264", "status": "active", "tier": "plus"}, "bt0264": {"id": "bt0264", "status": "active", "tier": "enterprise"}}}, "instruction": "Close account at0264 and mark the reason as risk_review.", "seed": 42264, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0264.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0264.closed_reason", "value": "risk_review"}], "task_id": "train_crud_0264", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0265", "text": "security incident 10 root cause and mitigation timeline", "title": "Security Incident Brief 265"}, {"id": "xt0265", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 265"}]}, "instruction": "Find relevant docs for 'security incident 10'.", "seed": 42265, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0265", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1043}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_0.txt": "seed 266"}}, "instruction": "Create file /snapshots/delta_train_266.log with content 'entry-train-266-346'.", "seed": 42266, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/delta_train_266.log"}, {"key": "/snapshots/delta_train_266.log", "op": "map_value_equals", "path": "files", "value": "entry-train-266-346"}], "task_id": "train_files_0266", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 42267, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0267", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0268": {"id": "at0268", "status": "active", "tier": "premium"}, "bt0268": {"id": "bt0268", "status": "active", "tier": "premium"}}}, "instruction": "Patch account at0268 with tier=plus.", "seed": 42268, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0268.tier", "value": "plus"}], "task_id": "train_crud_0268", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0269", "text": "compliance incident 14 root cause and mitigation timeline", "title": "Compliance Incident Brief 269"}, {"id": "xt0269", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 269"}]}, "instruction": "Find relevant docs for 'compliance incident 14'.", "seed": 42269, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0269", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_4.txt": "seed 270"}}, "instruction": "Create file /notes/status_train_270.txt with content 'entry-train-270-552'.", "seed": 42270, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_train_270.txt"}, {"key": "/notes/status_train_270.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-270-552"}], "task_id": "train_files_0270", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 42271, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0271", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1049}}}], "gold_summary": null, "initial_state": {"accounts": {"at0272": {"id": "at0272", "status": "active", "tier": "premium"}, "bt0272": {"id": "bt0272", "status": "active", "tier": "premium"}}}, "instruction": "Create a new account with id nt0272.", "seed": 42272, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0272"}, {"op": "equals", "path": "accounts.nt0272.status", "value": "active"}], "task_id": "train_crud_0272", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0273", "text": "compliance incident 1 root cause and mitigation timeline", "title": "Compliance Incident Brief 273"}, {"id": "xt0273", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 273"}]}, "instruction": "Search docs for 'compliance incident 1' and inspect top results.", "seed": 42273, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0273", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_1.txt": "seed 274"}}, "instruction": "Store the text 'entry-train-274-467' at /drafts/rollup_train_274.log.", "seed": 42274, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_274.log"}, {"key": "/drafts/rollup_train_274.log", "op": "map_value_equals", "path": "files", "value": "entry-train-274-467"}], "task_id": "train_files_0274", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 42275, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0275", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0276": {"id": "at0276", "status": "active", "tier": "basic"}, "bt0276": {"id": "bt0276", "status": "active", "tier": "basic"}}}, "instruction": "Deactivate user account at0276; use reason compliance.", "seed": 42276, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0276.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0276.closed_reason", "value": "compliance"}], "task_id": "train_crud_0276", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0277", "text": "security incident 5 root cause and mitigation timeline", "title": "Security Incident Brief 277"}, {"id": "xt0277", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 277"}]}, "instruction": "Run document search with query 'security incident 5'.", "seed": 42277, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0277", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1055}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_5.txt": "seed 278"}}, "instruction": "Store the text 'entry-train-278-356' at /drafts/status_train_278.log.", "seed": 42278, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/status_train_278.log"}, {"key": "/drafts/status_train_278.log", "op": "map_value_equals", "path": "files", "value": "entry-train-278-356"}], "task_id": "train_files_0278", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 42279, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0279", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0280": {"id": "at0280", "status": "active", "tier": "enterprise"}, "bt0280": {"id": "bt0280", "status": "active", "tier": "premium"}}}, "instruction": "Patch account at0280 with tier=basic.", "seed": 42280, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0280.tier", "value": "basic"}], "task_id": "train_crud_0280", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0281", "text": "billing incident 9 root cause and mitigation timeline", "title": "Billing Incident Brief 281"}, {"id": "xt0281", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 281"}]}, "instruction": "Run document search with query 'billing incident 9'.", "seed": 42281, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0281", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_2.txt": "seed 282"}}, "instruction": "Store the text 'entry-train-282-235' at /snapshots/status_train_282.txt.", "seed": 42282, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_282.txt"}, {"key": "/snapshots/status_train_282.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-282-235"}], "task_id": "train_files_0282", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 42283, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0283", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1061}}}], "gold_summary": null, "initial_state": {"accounts": {"at0284": {"id": "at0284", "status": "active", "tier": "plus"}, "bt0284": {"id": "bt0284", "status": "active", "tier": "enterprise"}}}, "instruction": "Register account nt0284 with active status.", "seed": 42284, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0284"}, {"op": "equals", "path": "accounts.nt0284.status", "value": "active"}], "task_id": "train_crud_0284", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0285", "text": "retention incident 13 root cause and mitigation timeline", "title": "Retention Incident Brief 285"}, {"id": "xt0285", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 285"}]}, "instruction": "Search docs for 'retention incident 13' and inspect top results.", "seed": 42285, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0285", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_6.txt": "seed 286"}}, "instruction": "Write 'entry-train-286-872' to /snapshots/summary_train_286.txt.", "seed": 42286, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/summary_train_286.txt"}, {"key": "/snapshots/summary_train_286.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-286-872"}], "task_id": "train_files_0286", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 42287, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0287", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0288": {"id": "at0288", "status": "active", "tier": "basic"}, "bt0288": {"id": "bt0288", "status": "active", "tier": "basic"}}}, "instruction": "Deactivate user account at0288; use reason compliance.", "seed": 42288, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0288.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0288.closed_reason", "value": "compliance"}], "task_id": "train_crud_0288", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0289", "text": "retention incident 0 root cause and mitigation timeline", "title": "Retention Incident Brief 289"}, {"id": "xt0289", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 289"}]}, "instruction": "Find relevant docs for 'retention incident 0'.", "seed": 42289, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0289", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1067}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_3.txt": "seed 290"}}, "instruction": "Write 'entry-train-290-791' to /snapshots/runbook_train_290.txt.", "seed": 42290, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/runbook_train_290.txt"}, {"key": "/snapshots/runbook_train_290.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-290-791"}], "task_id": "train_files_0290", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 42291, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0291", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_0.txt": "seed 294"}}, "instruction": "Write 'entry-train-294-243' to /exports/rollup_train_294.txt.", "seed": 42294, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_294.txt"}, {"key": "/exports/rollup_train_294.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-294-243"}], "task_id": "train_files_0294", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 42295, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0295", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1073}}}], "gold_summary": null, "initial_state": {"accounts": {"at0296": {"id": "at0296", "status": "active", "tier": "basic"}, "bt0296": {"id": "bt0296", "status": "active", "tier": "plus"}}}, "instruction": "Register account nt0296 with active status.", "seed": 42296, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0296"}, {"op": "equals", "path": "accounts.nt0296.status", "value": "active"}], "task_id": "train_crud_0296", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_4.txt": "seed 298"}}, "instruction": "Store the text 'entry-train-298-860' at /notes/rollup_train_298.log.", "seed": 42298, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_298.log"}, {"key": "/notes/rollup_train_298.log", "op": "map_value_equals", "path": "files", "value": "entry-train-298-860"}], "task_id": "train_files_0298", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 42299, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0299", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0300": {"id": "at0300", "status": "active", "tier": "enterprise"}, "bt0300": {"id": "bt0300", "status": "active", "tier": "basic"}}}, "instruction": "Close account at0300 and mark the reason as duplicate_account.", "seed": 42300, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0300.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0300.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_0300", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1079}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_1.txt": "seed 302"}}, "instruction": "Store the text 'entry-train-302-476' at /exports/summary_train_302.log.", "seed": 42302, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_302.log"}, {"key": "/exports/summary_train_302.log", "op": "map_value_equals", "path": "files", "value": "entry-train-302-476"}], "task_id": "train_files_0302", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_5.txt": "seed 306"}}, "instruction": "Store the text 'entry-train-306-228' at /reports/runbook_train_306.txt.", "seed": 42306, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_306.txt"}, {"key": "/reports/runbook_train_306.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-306-228"}], "task_id": "train_files_0306", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 42307, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0307", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1085}}}], "gold_summary": null, "initial_state": {"accounts": {"at0308": {"id": "at0308", "status": "active", "tier": "plus"}, "bt0308": {"id": "bt0308", "status": "active", "tier": "premium"}}}, "instruction": "Create a new account with id nt0308.", "seed": 42308, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0308"}, {"op": "equals", "path": "accounts.nt0308.status", "value": "active"}], "task_id": "train_crud_0308", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0309", "text": "onboarding incident 3 root cause and mitigation timeline", "title": "Onboarding Incident Brief 309"}, {"id": "xt0309", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 309"}]}, "instruction": "Run document search with query 'onboarding incident 3'.", "seed": 42309, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0309", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_2.txt": "seed 310"}}, "instruction": "Write 'entry-train-310-356' to /drafts/status_train_310.log.", "seed": 42310, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/status_train_310.log"}, {"key": "/drafts/status_train_310.log", "op": "map_value_equals", "path": "files", "value": "entry-train-310-356"}], "task_id": "train_files_0310", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 42311, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0311", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0312": {"id": "at0312", "status": "active", "tier": "plus"}, "bt0312": {"id": "bt0312", "status": "active", "tier": "premium"}}}, "instruction": "Close account at0312 and mark the reason as user_request.", "seed": 42312, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0312.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0312.closed_reason", "value": "user_request"}], "task_id": "train_crud_0312", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0313", "text": "latency incident 7 root cause and mitigation timeline", "title": "Latency Incident Brief 313"}, {"id": "xt0313", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 313"}]}, "instruction": "Search docs for 'latency incident 7' and inspect top results.", "seed": 42313, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0313", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1091}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_6.txt": "seed 314"}}, "instruction": "Write 'entry-train-314-863' to /snapshots/delta_train_314.txt.", "seed": 42314, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/delta_train_314.txt"}, {"key": "/snapshots/delta_train_314.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-314-863"}], "task_id": "train_files_0314", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 42315, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0315", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0316": {"id": "at0316", "status": "active", "tier": "basic"}, "bt0316": {"id": "bt0316", "status": "active", "tier": "plus"}}}, "instruction": "Patch account at0316 with tier=premium.", "seed": 42316, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0316.tier", "value": "premium"}], "task_id": "train_crud_0316", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0317", "text": "retention incident 11 root cause and mitigation timeline", "title": "Retention Incident Brief 317"}, {"id": "xt0317", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 317"}]}, "instruction": "Run document search with query 'retention incident 11'.", "seed": 42317, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0317", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_3.txt": "seed 318"}}, "instruction": "Create file /snapshots/summary_train_318.txt with content 'entry-train-318-590'.", "seed": 42318, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/summary_train_318.txt"}, {"key": "/snapshots/summary_train_318.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-318-590"}], "task_id": "train_files_0318", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 42319, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0319", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1097}}}], "gold_summary": null, "initial_state": {"accounts": {"at0320": {"id": "at0320", "status": "active", "tier": "enterprise"}, "bt0320": {"id": "bt0320", "status": "active", "tier": "basic"}}}, "instruction": "Register account nt0320 with active status.", "seed": 42320, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0320"}, {"op": "equals", "path": "accounts.nt0320.status", "value": "active"}], "task_id": "train_crud_0320", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0321", "text": "onboarding incident 15 root cause and mitigation timeline", "title": "Onboarding Incident Brief 321"}, {"id": "xt0321", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 321"}]}, "instruction": "Search docs for 'onboarding incident 15' and inspect top results.", "seed": 42321, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0321", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_0.txt": "seed 322"}}, "instruction": "Store the text 'entry-train-322-748' at /drafts/runbook_train_322.log.", "seed": 42322, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_train_322.log"}, {"key": "/drafts/runbook_train_322.log", "op": "map_value_equals", "path": "files", "value": "entry-train-322-748"}], "task_id": "train_files_0322", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 42323, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0323", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0324": {"id": "at0324", "status": "active", "tier": "enterprise"}, "bt0324": {"id": "bt0324", "status": "active", "tier": "enterprise"}}}, "instruction": "Archive account at0324 by closing it with reason user_request.", "seed": 42324, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0324.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0324.closed_reason", "value": "user_request"}], "task_id": "train_crud_0324", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0325", "text": "billing incident 2 root cause and mitigation timeline", "title": "Billing Incident Brief 325"}, {"id": "xt0325", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 325"}]}, "instruction": "Find relevant docs for 'billing incident 2'.", "seed": 42325, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0325", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1103}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_4.txt": "seed 326"}}, "instruction": "Create file /drafts/rollup_train_326.md with content 'entry-train-326-333'.", "seed": 42326, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_326.md"}, {"key": "/drafts/rollup_train_326.md", "op": "map_value_equals", "path": "files", "value": "entry-train-326-333"}], "task_id": "train_files_0326", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 42327, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0327", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0328": {"id": "at0328", "status": "active", "tier": "basic"}, "bt0328": {"id": "bt0328", "status": "active", "tier": "enterprise"}}}, "instruction": "Set the subscription tier for at0328 to premium.", "seed": 42328, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0328.tier", "value": "premium"}], "task_id": "train_crud_0328", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0329", "text": "latency incident 6 root cause and mitigation timeline", "title": "Latency Incident Brief 329"}, {"id": "xt0329", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 329"}]}, "instruction": "Find relevant docs for 'latency incident 6'.", "seed": 42329, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0329", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_1.txt": "seed 330"}}, "instruction": "Write 'entry-train-330-951' to /snapshots/summary_train_330.txt.", "seed": 42330, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/summary_train_330.txt"}, {"key": "/snapshots/summary_train_330.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-330-951"}], "task_id": "train_files_0330", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 42331, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0331", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1109}}}], "gold_summary": null, "initial_state": {"accounts": {"at0332": {"id": "at0332", "status": "active", "tier": "premium"}, "bt0332": {"id": "bt0332", "status": "active", "tier": "basic"}}}, "instruction": "Add customer account nt0332.", "seed": 42332, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0332"}, {"op": "equals", "path": "accounts.nt0332.status", "value": "active"}], "task_id": "train_crud_0332", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0333", "text": "onboarding incident 10 root cause and mitigation timeline", "title": "Onboarding Incident Brief 333"}, {"id": "xt0333", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 333"}]}, "instruction": "Run document search with query 'onboarding incident 10'.", "seed": 42333, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0333", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_5.txt": "seed 334"}}, "instruction": "Store the text 'entry-train-334-994' at /reports/rollup_train_334.md.", "seed": 42334, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_334.md"}, {"key": "/reports/rollup_train_334.md", "op": "map_value_equals", "path": "files", "value": "entry-train-334-994"}], "task_id": "train_files_0334", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 42335, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0335", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0336": {"id": "at0336", "status": "active", "tier": "premium"}, "bt0336": {"id": "bt0336", "status": "active", "tier": "plus"}}}, "instruction": "Archive account at0336 by closing it with reason risk_review.", "seed": 42336, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0336.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0336.closed_reason", "value": "risk_review"}], "task_id": "train_crud_0336", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0337", "text": "compliance incident 14 root cause and mitigation timeline", "title": "Compliance Incident Brief 337"}, {"id": "xt0337", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 337"}]}, "instruction": "Search docs for 'compliance incident 14' and inspect top results.", "seed": 42337, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0337", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1115}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_2.txt": "seed 338"}}, "instruction": "Create file /exports/delta_train_338.md with content 'entry-train-338-217'.", "seed": 42338, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_train_338.md"}, {"key": "/exports/delta_train_338.md", "op": "map_value_equals", "path": "files", "value": "entry-train-338-217"}], "task_id": "train_files_0338", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 42339, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0339", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0340": {"id": "at0340", "status": "active", "tier": "basic"}, "bt0340": {"id": "bt0340", "status": "active", "tier": "premium"}}}, "instruction": "Update account at0340 so tier is enterprise.", "seed": 42340, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0340.tier", "value": "enterprise"}], "task_id": "train_crud_0340", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0341", "text": "latency incident 1 root cause and mitigation timeline", "title": "Latency Incident Brief 341"}, {"id": "xt0341", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 341"}]}, "instruction": "Run document search with query 'latency incident 1'.", "seed": 42341, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0341", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_6.txt": "seed 342"}}, "instruction": "Write 'entry-train-342-990' to /exports/summary_train_342.txt.", "seed": 42342, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_342.txt"}, {"key": "/exports/summary_train_342.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-342-990"}], "task_id": "train_files_0342", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 42343, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0343", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1121}}}], "gold_summary": null, "initial_state": {"accounts": {"at0344": {"id": "at0344", "status": "active", "tier": "basic"}, "bt0344": {"id": "bt0344", "status": "active", "tier": "plus"}}}, "instruction": "Register account nt0344 with active status.", "seed": 42344, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0344"}, {"op": "equals", "path": "accounts.nt0344.status", "value": "active"}], "task_id": "train_crud_0344", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0345", "text": "compliance incident 5 root cause and mitigation timeline", "title": "Compliance Incident Brief 345"}, {"id": "xt0345", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 345"}]}, "instruction": "Run document search with query 'compliance incident 5'.", "seed": 42345, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0345", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_3.txt": "seed 346"}}, "instruction": "Create file /drafts/runbook_train_346.md with content 'entry-train-346-838'.", "seed": 42346, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_train_346.md"}, {"key": "/drafts/runbook_train_346.md", "op": "map_value_equals", "path": "files", "value": "entry-train-346-838"}], "task_id": "train_files_0346", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 42347, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0347", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0348": {"id": "at0348", "status": "active", "tier": "basic"}, "bt0348": {"id": "bt0348", "status": "active", "tier": "basic"}}}, "instruction": "Deactivate user account at0348; use reason duplicate_account.", "seed": 42348, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0348.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0348.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_0348", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0349", "text": "retention incident 9 root cause and mitigation timeline", "title": "Retention Incident Brief 349"}, {"id": "xt0349", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 349"}]}, "instruction": "Run document search with query 'retention incident 9'.", "seed": 42349, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0349", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1127}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_0.txt": "seed 350"}}, "instruction": "Write 'entry-train-350-379' to /notes/rollup_train_350.md.", "seed": 42350, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_350.md"}, {"key": "/notes/rollup_train_350.md", "op": "map_value_equals", "path": "files", "value": "entry-train-350-379"}], "task_id": "train_files_0350", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 42351, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0351", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0352": {"id": "at0352", "status": "active", "tier": "basic"}, "bt0352": {"id": "bt0352", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at0352 with tier=premium.", "seed": 42352, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0352.tier", "value": "premium"}], "task_id": "train_crud_0352", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0353", "text": "billing incident 13 root cause and mitigation timeline", "title": "Billing Incident Brief 353"}, {"id": "xt0353", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 353"}]}, "instruction": "Run document search with query 'billing incident 13'.", "seed": 42353, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0353", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_4.txt": "seed 354"}}, "instruction": "Create file /notes/summary_train_354.txt with content 'entry-train-354-309'.", "seed": 42354, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_354.txt"}, {"key": "/notes/summary_train_354.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-354-309"}], "task_id": "train_files_0354", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 42355, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0355", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1133}}}], "gold_summary": null, "initial_state": {"accounts": {"at0356": {"id": "at0356", "status": "active", "tier": "premium"}, "bt0356": {"id": "bt0356", "status": "active", "tier": "basic"}}}, "instruction": "Register account nt0356 with active status.", "seed": 42356, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0356"}, {"op": "equals", "path": "accounts.nt0356.status", "value": "active"}], "task_id": "train_crud_0356", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0357", "text": "retention incident 0 root cause and mitigation timeline", "title": "Retention Incident Brief 357"}, {"id": "xt0357", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 357"}]}, "instruction": "Search docs for 'retention incident 0' and inspect top results.", "seed": 42357, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0357", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_1.txt": "seed 358"}}, "instruction": "Write 'entry-train-358-820' to /drafts/rollup_train_358.log.", "seed": 42358, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_358.log"}, {"key": "/drafts/rollup_train_358.log", "op": "map_value_equals", "path": "files", "value": "entry-train-358-820"}], "task_id": "train_files_0358", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 42359, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0359", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0360": {"id": "at0360", "status": "active", "tier": "basic"}, "bt0360": {"id": "bt0360", "status": "active", "tier": "basic"}}}, "instruction": "Archive account at0360 by closing it with reason duplicate_account.", "seed": 42360, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0360.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0360.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_0360", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0361", "text": "compliance incident 4 root cause and mitigation timeline", "title": "Compliance Incident Brief 361"}, {"id": "xt0361", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 361"}]}, "instruction": "Run document search with query 'compliance incident 4'.", "seed": 42361, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0361", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1139}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_5.txt": "seed 362"}}, "instruction": "Write 'entry-train-362-514' to /snapshots/runbook_train_362.txt.", "seed": 42362, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/runbook_train_362.txt"}, {"key": "/snapshots/runbook_train_362.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-362-514"}], "task_id": "train_files_0362", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 42363, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0363", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0364": {"id": "at0364", "status": "active", "tier": "premium"}, "bt0364": {"id": "bt0364", "status": "active", "tier": "enterprise"}}}, "instruction": "Update account at0364 so tier is basic.", "seed": 42364, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0364.tier", "value": "basic"}], "task_id": "train_crud_0364", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0365", "text": "compliance incident 8 root cause and mitigation timeline", "title": "Compliance Incident Brief 365"}, {"id": "xt0365", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 365"}]}, "instruction": "Run document search with query 'compliance incident 8'.", "seed": 42365, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0365", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_2.txt": "seed 366"}}, "instruction": "Create file /notes/summary_train_366.md with content 'entry-train-366-991'.", "seed": 42366, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_366.md"}, {"key": "/notes/summary_train_366.md", "op": "map_value_equals", "path": "files", "value": "entry-train-366-991"}], "task_id": "train_files_0366", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 42367, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0367", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1145}}}], "gold_summary": null, "initial_state": {"accounts": {"at0368": {"id": "at0368", "status": "active", "tier": "basic"}, "bt0368": {"id": "bt0368", "status": "active", "tier": "basic"}}}, "instruction": "Add customer account nt0368.", "seed": 42368, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0368"}, {"op": "equals", "path": "accounts.nt0368.status", "value": "active"}], "task_id": "train_crud_0368", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0369", "text": "onboarding incident 12 root cause and mitigation timeline", "title": "Onboarding Incident Brief 369"}, {"id": "xt0369", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 369"}]}, "instruction": "Run document search with query 'onboarding incident 12'.", "seed": 42369, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0369", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_6.txt": "seed 370"}}, "instruction": "Write 'entry-train-370-205' to /exports/status_train_370.txt.", "seed": 42370, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_370.txt"}, {"key": "/exports/status_train_370.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-370-205"}], "task_id": "train_files_0370", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 42371, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0371", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0372": {"id": "at0372", "status": "active", "tier": "basic"}, "bt0372": {"id": "bt0372", "status": "active", "tier": "enterprise"}}}, "instruction": "Archive account at0372 by closing it with reason compliance.", "seed": 42372, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0372.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0372.closed_reason", "value": "compliance"}], "task_id": "train_crud_0372", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0373", "text": "onboarding incident 16 root cause and mitigation timeline", "title": "Onboarding Incident Brief 373"}, {"id": "xt0373", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 373"}]}, "instruction": "Find relevant docs for 'onboarding incident 16'.", "seed": 42373, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0373", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1151}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_3.txt": "seed 374"}}, "instruction": "Store the text 'entry-train-374-984' at /notes/delta_train_374.md.", "seed": 42374, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_train_374.md"}, {"key": "/notes/delta_train_374.md", "op": "map_value_equals", "path": "files", "value": "entry-train-374-984"}], "task_id": "train_files_0374", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 42375, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0375", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0408": {"id": "at0408", "status": "active", "tier": "enterprise"}, "bt0408": {"id": "bt0408", "status": "active", "tier": "plus"}}}, "instruction": "Deactivate user account at0408; use reason duplicate_account.", "seed": 42408, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0408.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0408.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_0408", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0409", "text": "security incident 1 root cause and mitigation timeline", "title": "Security Incident Brief 409"}, {"id": "xt0409", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 409"}]}, "instruction": "Find relevant docs for 'security incident 1'.", "seed": 42409, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0409", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1187}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_4.txt": "seed 410"}}, "instruction": "Create file /notes/rollup_train_410.md with content 'entry-train-410-887'.", "seed": 42410, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_410.md"}, {"key": "/notes/rollup_train_410.md", "op": "map_value_equals", "path": "files", "value": "entry-train-410-887"}], "task_id": "train_files_0410", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 42411, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0411", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0412": {"id": "at0412", "status": "active", "tier": "plus"}, "bt0412": {"id": "bt0412", "status": "active", "tier": "plus"}}}, "instruction": "Set the subscription tier for at0412 to basic.", "seed": 42412, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0412.tier", "value": "basic"}], "task_id": "train_crud_0412", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0413", "text": "retention incident 5 root cause and mitigation timeline", "title": "Retention Incident Brief 413"}, {"id": "xt0413", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 413"}]}, "instruction": "Run document search with query 'retention incident 5'.", "seed": 42413, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0413", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 414"}}, "instruction": "Store the text 'entry-train-414-966' at /notes/summary_train_414.log.", "seed": 42414, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_414.log"}, {"key": "/notes/summary_train_414.log", "op": "map_value_equals", "path": "files", "value": "entry-train-414-966"}], "task_id": "train_files_0414", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 42415, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0415", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1193}}}], "gold_summary": null, "initial_state": {"accounts": {"at0416": {"id": "at0416", "status": "active", "tier": "premium"}, "bt0416": {"id": "bt0416", "status": "active", "tier": "plus"}}}, "instruction": "Register account nt0416 with active status.", "seed": 42416, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0416"}, {"op": "equals", "path": "accounts.nt0416.status", "value": "active"}], "task_id": "train_crud_0416", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0417", "text": "billing incident 9 root cause and mitigation timeline", "title": "Billing Incident Brief 417"}, {"id": "xt0417", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 417"}]}, "instruction": "Run document search with query 'billing incident 9'.", "seed": 42417, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0417", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_5.txt": "seed 418"}}, "instruction": "Create file /exports/summary_train_418.md with content 'entry-train-418-154'.", "seed": 42418, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_418.md"}, {"key": "/exports/summary_train_418.md", "op": "map_value_equals", "path": "files", "value": "entry-train-418-154"}], "task_id": "train_files_0418", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 42419, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0419", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0420": {"id": "at0420", "status": "active", "tier": "plus"}, "bt0420": {"id": "bt0420", "status": "active", "tier": "premium"}}}, "instruction": "Archive account at0420 by closing it with reason user_request.", "seed": 42420, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0420.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0420.closed_reason", "value": "user_request"}], "task_id": "train_crud_0420", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0421", "text": "retention incident 13 root cause and mitigation timeline", "title": "Retention Incident Brief 421"}, {"id": "xt0421", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 421"}]}, "instruction": "Search docs for 'retention incident 13' and inspect top results.", "seed": 42421, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0421", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1199}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_2.txt": "seed 422"}}, "instruction": "Create file /drafts/summary_train_422.md with content 'entry-train-422-949'.", "seed": 42422, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_422.md"}, {"key": "/drafts/summary_train_422.md", "op": "map_value_equals", "path": "files", "value": "entry-train-422-949"}], "task_id": "train_files_0422", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 42423, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0423", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0424": {"id": "at0424", "status": "active", "tier": "basic"}, "bt0424": {"id": "bt0424", "status": "active", "tier": "basic"}}}, "instruction": "Set the subscription tier for at0424 to plus.", "seed": 42424, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0424.tier", "value": "plus"}], "task_id": "train_crud_0424", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0425", "text": "security incident 0 root cause and mitigation timeline", "title": "Security Incident Brief 425"}, {"id": "xt0425", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 425"}]}, "instruction": "Find relevant docs for 'security incident 0'.", "seed": 42425, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0425", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_6.txt": "seed 426"}}, "instruction": "Create file /notes/delta_train_426.md with content 'entry-train-426-213'.", "seed": 42426, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_train_426.md"}, {"key": "/notes/delta_train_426.md", "op": "map_value_equals", "path": "files", "value": "entry-train-426-213"}], "task_id": "train_files_0426", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 42427, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0427", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_3.txt": "seed 430"}}, "instruction": "Store the text 'entry-train-430-627' at /notes/summary_train_430.log.", "seed": 42430, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_430.log"}, {"key": "/notes/summary_train_430.log", "op": "map_value_equals", "path": "files", "value": "entry-train-430-627"}], "task_id": "train_files_0430", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 42431, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0431", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0432": {"id": "at0432", "status": "active", "tier": "premium"}, "bt0432": {"id": "bt0432", "status": "active", "tier": "enterprise"}}}, "instruction": "Archive account at0432 by closing it with reason risk_review.", "seed": 42432, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0432.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0432.closed_reason", "value": "risk_review"}], "task_id": "train_crud_0432", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0433", "text": "retention incident 8 root cause and mitigation timeline", "title": "Retention Incident Brief 433"}, {"id": "xt0433", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 433"}]}, "instruction": "Find relevant docs for 'retention incident 8'.", "seed": 42433, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0433", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1211}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_0.txt": "seed 434"}}, "instruction": "Store the text 'entry-train-434-657' at /exports/summary_train_434.log.", "seed": 42434, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_434.log"}, {"key": "/exports/summary_train_434.log", "op": "map_value_equals", "path": "files", "value": "entry-train-434-657"}], "task_id": "train_files_0434", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 42435, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0435", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0436": {"id": "at0436", "status": "active", "tier": "enterprise"}, "bt0436": {"id": "bt0436", "status": "active", "tier": "enterprise"}}}, "instruction": "Set the subscription tier for at0436 to basic.", "seed": 42436, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0436.tier", "value": "basic"}], "task_id": "train_crud_0436", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0437", "text": "retention incident 12 root cause and mitigation timeline", "title": "Retention Incident Brief 437"}, {"id": "xt0437", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 437"}]}, "instruction": "Run document search with query 'retention incident 12'.", "seed": 42437, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0437", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_4.txt": "seed 438"}}, "instruction": "Store the text 'entry-train-438-850' at /reports/runbook_train_438.txt.", "seed": 42438, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_438.txt"}, {"key": "/reports/runbook_train_438.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-438-850"}], "task_id": "train_files_0438", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1217}}}], "gold_summary": null, "initial_state": {"accounts": {"at0440": {"id": "at0440", "status": "active", "tier": "basic"}, "bt0440": {"id": "bt0440", "status": "active", "tier": "premium"}}}, "instruction": "Add customer account nt0440.", "seed": 42440, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0440"}, {"op": "equals", "path": "accounts.nt0440.status", "value": "active"}], "task_id": "train_crud_0440", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_1.txt": "seed 442"}}, "instruction": "Store the text 'entry-train-442-164' at /snapshots/status_train_442.txt.", "seed": 42442, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_442.txt"}, {"key": "/snapshots/status_train_442.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-442-164"}], "task_id": "train_files_0442", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0444": {"id": "at0444", "status": "active", "tier": "plus"}, "bt0444": {"id": "bt0444", "status": "active", "tier": "premium"}}}, "instruction": "Archive account at0444 by closing it with reason duplicate_account.", "seed": 42444, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0444.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0444.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_0444", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0445", "text": "compliance incident 3 root cause and mitigation timeline", "title": "Compliance Incident Brief 445"}, {"id": "xt0445", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 445"}]}, "instruction": "Run document search with query 'compliance incident 3'.", "seed": 42445, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0445", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1223}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_5.txt": "seed 446"}}, "instruction": "Create file /exports/summary_train_446.log with content 'entry-train-446-295'.", "seed": 42446, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_446.log"}, {"key": "/exports/summary_train_446.log", "op": "map_value_equals", "path": "files", "value": "entry-train-446-295"}], "task_id": "train_files_0446", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 42447, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0447", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0448": {"id": "at0448", "status": "active", "tier": "basic"}, "bt0448": {"id": "bt0448", "status": "active", "tier": "enterprise"}}}, "instruction": "Set the subscription tier for at0448 to premium.", "seed": 42448, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0448.tier", "value": "premium"}], "task_id": "train_crud_0448", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0449", "text": "compliance incident 7 root cause and mitigation timeline", "title": "Compliance Incident Brief 449"}, {"id": "xt0449", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 449"}]}, "instruction": "Search docs for 'compliance incident 7' and inspect top results.", "seed": 42449, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0449", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_2.txt": "seed 450"}}, "instruction": "Store the text 'entry-train-450-916' at /snapshots/rollup_train_450.md.", "seed": 42450, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_450.md"}, {"key": "/snapshots/rollup_train_450.md", "op": "map_value_equals", "path": "files", "value": "entry-train-450-916"}], "task_id": "train_files_0450", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 42451, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0451", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1229}}}], "gold_summary": null, "initial_state": {"accounts": {"at0452": {"id": "at0452", "status": "active", "tier": "enterprise"}, "bt0452": {"id": "bt0452", "status": "active", "tier": "plus"}}}, "instruction": "Add customer account nt0452.", "seed": 42452, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0452"}, {"op": "equals", "path": "accounts.nt0452.status", "value": "active"}], "task_id": "train_crud_0452", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0453", "text": "latency incident 11 root cause and mitigation timeline", "title": "Latency Incident Brief 453"}, {"id": "xt0453", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 453"}]}, "instruction": "Search docs for 'latency incident 11' and inspect top results.", "seed": 42453, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0453", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_6.txt": "seed 454"}}, "instruction": "Create file /reports/runbook_train_454.log with content 'entry-train-454-402'.", "seed": 42454, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_454.log"}, {"key": "/reports/runbook_train_454.log", "op": "map_value_equals", "path": "files", "value": "entry-train-454-402"}], "task_id": "train_files_0454", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 42455, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0455", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0456": {"id": "at0456", "status": "active", "tier": "enterprise"}, "bt0456": {"id": "bt0456", "status": "active", "tier": "enterprise"}}}, "instruction": "Archive account at0456 by closing it with reason user_request.", "seed": 42456, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0456.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0456.closed_reason", "value": "user_request"}], "task_id": "train_crud_0456", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0457", "text": "latency incident 15 root cause and mitigation timeline", "title": "Latency Incident Brief 457"}, {"id": "xt0457", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 457"}]}, "instruction": "Run document search with query 'latency incident 15'.", "seed": 42457, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0457", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1235}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 458"}}, "instruction": "Store the text 'entry-train-458-787' at /exports/summary_train_458.txt.", "seed": 42458, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_458.txt"}, {"key": "/exports/summary_train_458.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-458-787"}], "task_id": "train_files_0458", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 42459, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0459", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0460": {"id": "at0460", "status": "active", "tier": "plus"}, "bt0460": {"id": "bt0460", "status": "active", "tier": "plus"}}}, "instruction": "Patch account at0460 with tier=basic.", "seed": 42460, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0460.tier", "value": "basic"}], "task_id": "train_crud_0460", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0461", "text": "billing incident 2 root cause and mitigation timeline", "title": "Billing Incident Brief 461"}, {"id": "xt0461", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 461"}]}, "instruction": "Search docs for 'billing incident 2' and inspect top results.", "seed": 42461, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0461", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_0.txt": "seed 462"}}, "instruction": "Store the text 'entry-train-462-492' at /drafts/runbook_train_462.md.", "seed": 42462, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_train_462.md"}, {"key": "/drafts/runbook_train_462.md", "op": "map_value_equals", "path": "files", "value": "entry-train-462-492"}], "task_id": "train_files_0462", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 42463, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0463", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1241}}}], "gold_summary": null, "initial_state": {"accounts": {"at0464": {"id": "at0464", "status": "active", "tier": "enterprise"}, "bt0464": {"id": "bt0464", "status": "active", "tier": "premium"}}}, "instruction": "Register account nt0464 with active status.", "seed": 42464, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0464"}, {"op": "equals", "path": "accounts.nt0464.status", "value": "active"}], "task_id": "train_crud_0464", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0465", "text": "billing incident 6 root cause and mitigation timeline", "title": "Billing Incident Brief 465"}, {"id": "xt0465", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 465"}]}, "instruction": "Search docs for 'billing incident 6' and inspect top results.", "seed": 42465, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0465", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_4.txt": "seed 466"}}, "instruction": "Store the text 'entry-train-466-421' at /notes/runbook_train_466.md.", "seed": 42466, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_466.md"}, {"key": "/notes/runbook_train_466.md", "op": "map_value_equals", "path": "files", "value": "entry-train-466-421"}], "task_id": "train_files_0466", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 42467, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0467", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0468": {"id": "at0468", "status": "active", "tier": "plus"}, "bt0468": {"id": "bt0468", "status": "active", "tier": "enterprise"}}}, "instruction": "Deactivate user account at0468; use reason user_request.", "seed": 42468, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0468.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0468.closed_reason", "value": "user_request"}], "task_id": "train_crud_0468", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0469", "text": "latency incident 10 root cause and mitigation timeline", "title": "Latency Incident Brief 469"}, {"id": "xt0469", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 469"}]}, "instruction": "Search docs for 'latency incident 10' and inspect top results.", "seed": 42469, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0469", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1247}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 470"}}, "instruction": "Write 'entry-train-470-602' to /notes/runbook_train_470.log.", "seed": 42470, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_470.log"}, {"key": "/notes/runbook_train_470.log", "op": "map_value_equals", "path": "files", "value": "entry-train-470-602"}], "task_id": "train_files_0470", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 42471, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0471", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0472": {"id": "at0472", "status": "active", "tier": "plus"}, "bt0472": {"id": "bt0472", "status": "active", "tier": "enterprise"}}}, "instruction": "Update account at0472 so tier is enterprise.", "seed": 42472, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0472.tier", "value": "enterprise"}], "task_id": "train_crud_0472", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0473", "text": "retention incident 14 root cause and mitigation timeline", "title": "Retention Incident Brief 473"}, {"id": "xt0473", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 473"}]}, "instruction": "Find relevant docs for 'retention incident 14'.", "seed": 42473, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0473", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_5.txt": "seed 474"}}, "instruction": "Create file /reports/delta_train_474.log with content 'entry-train-474-397'.", "seed": 42474, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/delta_train_474.log"}, {"key": "/reports/delta_train_474.log", "op": "map_value_equals", "path": "files", "value": "entry-train-474-397"}], "task_id": "train_files_0474", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 42475, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0475", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1253}}}], "gold_summary": null, "initial_state": {"accounts": {"at0476": {"id": "at0476", "status": "active", "tier": "plus"}, "bt0476": {"id": "bt0476", "status": "active", "tier": "plus"}}}, "instruction": "Create a new account with id nt0476.", "seed": 42476, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0476"}, {"op": "equals", "path": "accounts.nt0476.status", "value": "active"}], "task_id": "train_crud_0476", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0477", "text": "security incident 1 root cause and mitigation timeline", "title": "Security Incident Brief 477"}, {"id": "xt0477", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 477"}]}, "instruction": "Search docs for 'security incident 1' and inspect top results.", "seed": 42477, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0477", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_2.txt": "seed 478"}}, "instruction": "Create file /exports/delta_train_478.log with content 'entry-train-478-477'.", "seed": 42478, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_train_478.log"}, {"key": "/exports/delta_train_478.log", "op": "map_value_equals", "path": "files", "value": "entry-train-478-477"}], "task_id": "train_files_0478", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 42479, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0479", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0480": {"id": "at0480", "status": "active", "tier": "enterprise"}, "bt0480": {"id": "bt0480", "status": "active", "tier": "enterprise"}}}, "instruction": "Deactivate user account at0480; use reason compliance.", "seed": 42480, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0480.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0480.closed_reason", "value": "compliance"}], "task_id": "train_crud_0480", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0481", "text": "onboarding incident 5 root cause and mitigation timeline", "title": "Onboarding Incident Brief 481"}, {"id": "xt0481", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 481"}]}, "instruction": "Search docs for 'onboarding incident 5' and inspect top results.", "seed": 42481, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0481", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1259}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_6.txt": "seed 482"}}, "instruction": "Store the text 'entry-train-482-577' at /exports/summary_train_482.md.", "seed": 42482, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_482.md"}, {"key": "/exports/summary_train_482.md", "op": "map_value_equals", "path": "files", "value": "entry-train-482-577"}], "task_id": "train_files_0482", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 42483, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0483", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0484": {"id": "at0484", "status": "active", "tier": "plus"}, "bt0484": {"id": "bt0484", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at0484 with tier=basic.", "seed": 42484, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0484.tier", "value": "basic"}], "task_id": "train_crud_0484", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0485", "text": "billing incident 9 root cause and mitigation timeline", "title": "Billing Incident Brief 485"}, {"id": "xt0485", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 485"}]}, "instruction": "Search docs for 'billing incident 9' and inspect top results.", "seed": 42485, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0485", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 486"}}, "instruction": "Store the text 'entry-train-486-430' at /exports/status_train_486.txt.", "seed": 42486, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_486.txt"}, {"key": "/exports/status_train_486.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-486-430"}], "task_id": "train_files_0486", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 42487, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0487", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1265}}}], "gold_summary": null, "initial_state": {"accounts": {"at0488": {"id": "at0488", "status": "active", "tier": "basic"}, "bt0488": {"id": "bt0488", "status": "active", "tier": "plus"}}}, "instruction": "Add customer account nt0488.", "seed": 42488, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0488"}, {"op": "equals", "path": "accounts.nt0488.status", "value": "active"}], "task_id": "train_crud_0488", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0489", "text": "onboarding incident 13 root cause and mitigation timeline", "title": "Onboarding Incident Brief 489"}, {"id": "xt0489", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 489"}]}, "instruction": "Search docs for 'onboarding incident 13' and inspect top results.", "seed": 42489, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0489", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_0.txt": "seed 490"}}, "instruction": "Store the text 'entry-train-490-195' at /exports/delta_train_490.log.", "seed": 42490, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_train_490.log"}, {"key": "/exports/delta_train_490.log", "op": "map_value_equals", "path": "files", "value": "entry-train-490-195"}], "task_id": "train_files_0490", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 42491, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0491", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0492": {"id": "at0492", "status": "active", "tier": "premium"}, "bt0492": {"id": "bt0492", "status": "active", "tier": "basic"}}}, "instruction": "Close account at0492 and mark the reason as user_request.", "seed": 42492, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0492.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0492.closed_reason", "value": "user_request"}], "task_id": "train_crud_0492", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0493", "text": "billing incident 0 root cause and mitigation timeline", "title": "Billing Incident Brief 493"}, {"id": "xt0493", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 493"}]}, "instruction": "Run document search with query 'billing incident 0'.", "seed": 42493, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0493", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1271}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_4.txt": "seed 494"}}, "instruction": "Store the text 'entry-train-494-732' at /drafts/delta_train_494.md.", "seed": 42494, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_train_494.md"}, {"key": "/drafts/delta_train_494.md", "op": "map_value_equals", "path": "files", "value": "entry-train-494-732"}], "task_id": "train_files_0494", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 42495, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0495", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0496": {"id": "at0496", "status": "active", "tier": "premium"}, "bt0496": {"id": "bt0496", "status": "active", "tier": "plus"}}}, "instruction": "Patch account at0496 with tier=plus.", "seed": 42496, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0496.tier", "value": "plus"}], "task_id": "train_crud_0496", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0497", "text": "latency incident 4 root cause and mitigation timeline", "title": "Latency Incident Brief 497"}, {"id": "xt0497", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 497"}]}, "instruction": "Search docs for 'latency incident 4' and inspect top results.", "seed": 42497, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0497", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_1.txt": "seed 498"}}, "instruction": "Create file /reports/status_train_498.md with content 'entry-train-498-525'.", "seed": 42498, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/status_train_498.md"}, {"key": "/reports/status_train_498.md", "op": "map_value_equals", "path": "files", "value": "entry-train-498-525"}], "task_id": "train_files_0498", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 42499, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0499", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1277}}}], "gold_summary": null, "initial_state": {"accounts": {"at0500": {"id": "at0500", "status": "active", "tier": "plus"}, "bt0500": {"id": "bt0500", "status": "active", "tier": "premium"}}}, "instruction": "Add customer account nt0500.", "seed": 42500, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0500"}, {"op": "equals", "path": "accounts.nt0500.status", "value": "active"}], "task_id": "train_crud_0500", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0501", "text": "latency incident 8 root cause and mitigation timeline", "title": "Latency Incident Brief 501"}, {"id": "xt0501", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 501"}]}, "instruction": "Search docs for 'latency incident 8' and inspect top results.", "seed": 42501, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0501", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_5.txt": "seed 502"}}, "instruction": "Create file /exports/delta_train_502.log with content 'entry-train-502-208'.", "seed": 42502, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_train_502.log"}, {"key": "/exports/delta_train_502.log", "op": "map_value_equals", "path": "files", "value": "entry-train-502-208"}], "task_id": "train_files_0502", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 42503, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0503", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0504": {"id": "at0504", "status": "active", "tier": "plus"}, "bt0504": {"id": "bt0504", "status": "active", "tier": "basic"}}}, "instruction": "Deactivate user account at0504; use reason user_request.", "seed": 42504, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0504.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0504.closed_reason", "value": "user_request"}], "task_id": "train_crud_0504", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0505", "text": "compliance incident 12 root cause and mitigation timeline", "title": "Compliance Incident Brief 505"}, {"id": "xt0505", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 505"}]}, "instruction": "Run document search with query 'compliance incident 12'.", "seed": 42505, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0505", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1283}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_2.txt": "seed 506"}}, "instruction": "Store the text 'entry-train-506-691' at /drafts/status_train_506.md.", "seed": 42506, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/status_train_506.md"}, {"key": "/drafts/status_train_506.md", "op": "map_value_equals", "path": "files", "value": "entry-train-506-691"}], "task_id": "train_files_0506", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 42507, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0507", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0508": {"id": "at0508", "status": "active", "tier": "enterprise"}, "bt0508": {"id": "bt0508", "status": "active", "tier": "premium"}}}, "instruction": "Set the subscription tier for at0508 to plus.", "seed": 42508, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0508.tier", "value": "plus"}], "task_id": "train_crud_0508", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0509", "text": "billing incident 16 root cause and mitigation timeline", "title": "Billing Incident Brief 509"}, {"id": "xt0509", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 509"}]}, "instruction": "Find relevant docs for 'billing incident 16'.", "seed": 42509, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0509", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_6.txt": "seed 510"}}, "instruction": "Create file /snapshots/status_train_510.txt with content 'entry-train-510-697'.", "seed": 42510, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_510.txt"}, {"key": "/snapshots/status_train_510.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-510-697"}], "task_id": "train_files_0510", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 42511, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0511", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1289}}}], "gold_summary": null, "initial_state": {"accounts": {"at0512": {"id": "at0512", "status": "active", "tier": "enterprise"}, "bt0512": {"id": "bt0512", "status": "active", "tier": "basic"}}}, "instruction": "Create a new account with id nt0512.", "seed": 42512, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0512"}, {"op": "equals", "path": "accounts.nt0512.status", "value": "active"}], "task_id": "train_crud_0512", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0513", "text": "compliance incident 3 root cause and mitigation timeline", "title": "Compliance Incident Brief 513"}, {"id": "xt0513", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 513"}]}, "instruction": "Run document search with query 'compliance incident 3'.", "seed": 42513, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0513", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 514"}}, "instruction": "Create file /exports/rollup_train_514.md with content 'entry-train-514-146'.", "seed": 42514, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_514.md"}, {"key": "/exports/rollup_train_514.md", "op": "map_value_equals", "path": "files", "value": "entry-train-514-146"}], "task_id": "train_files_0514", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 42515, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0515", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0516": {"id": "at0516", "status": "active", "tier": "premium"}, "bt0516": {"id": "bt0516", "status": "active", "tier": "enterprise"}}}, "instruction": "Archive account at0516 by closing it with reason compliance.", "seed": 42516, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0516.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0516.closed_reason", "value": "compliance"}], "task_id": "train_crud_0516", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0517", "text": "latency incident 7 root cause and mitigation timeline", "title": "Latency Incident Brief 517"}, {"id": "xt0517", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 517"}]}, "instruction": "Find relevant docs for 'latency incident 7'.", "seed": 42517, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0517", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1295}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_0.txt": "seed 518"}}, "instruction": "Create file /notes/summary_train_518.txt with content 'entry-train-518-199'.", "seed": 42518, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_518.txt"}, {"key": "/notes/summary_train_518.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-518-199"}], "task_id": "train_files_0518", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 42519, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0519", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0520": {"id": "at0520", "status": "active", "tier": "plus"}, "bt0520": {"id": "bt0520", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at0520 with tier=basic.", "seed": 42520, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0520.tier", "value": "basic"}], "task_id": "train_crud_0520", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0521", "text": "billing incident 11 root cause and mitigation timeline", "title": "Billing Incident Brief 521"}, {"id": "xt0521", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 521"}]}, "instruction": "Search docs for 'billing incident 11' and inspect top results.", "seed": 42521, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0521", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_4.txt": "seed 522"}}, "instruction": "Write 'entry-train-522-567' to /exports/rollup_train_522.log.", "seed": 42522, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_522.log"}, {"key": "/exports/rollup_train_522.log", "op": "map_value_equals", "path": "files", "value": "entry-train-522-567"}], "task_id": "train_files_0522", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 42523, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0523", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1301}}}], "gold_summary": null, "initial_state": {"accounts": {"at0524": {"id": "at0524", "status": "active", "tier": "premium"}, "bt0524": {"id": "bt0524", "status": "active", "tier": "enterprise"}}}, "instruction": "Add customer account nt0524.", "seed": 42524, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0524"}, {"op": "equals", "path": "accounts.nt0524.status", "value": "active"}], "task_id": "train_crud_0524", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0525", "text": "retention incident 15 root cause and mitigation timeline", "title": "Retention Incident Brief 525"}, {"id": "xt0525", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 525"}]}, "instruction": "Find relevant docs for 'retention incident 15'.", "seed": 42525, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0525", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_1.txt": "seed 526"}}, "instruction": "Create file /exports/delta_train_526.log with content 'entry-train-526-645'.", "seed": 42526, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_train_526.log"}, {"key": "/exports/delta_train_526.log", "op": "map_value_equals", "path": "files", "value": "entry-train-526-645"}], "task_id": "train_files_0526", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 42527, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0527", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0528": {"id": "at0528", "status": "active", "tier": "basic"}, "bt0528": {"id": "bt0528", "status": "active", "tier": "premium"}}}, "instruction": "Archive account at0528 by closing it with reason user_request.", "seed": 42528, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0528.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0528.closed_reason", "value": "user_request"}], "task_id": "train_crud_0528", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0529", "text": "compliance incident 2 root cause and mitigation timeline", "title": "Compliance Incident Brief 529"}, {"id": "xt0529", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 529"}]}, "instruction": "Find relevant docs for 'compliance incident 2'.", "seed": 42529, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0529", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1307}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_5.txt": "seed 530"}}, "instruction": "Write 'entry-train-530-838' to /notes/delta_train_530.txt.", "seed": 42530, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_train_530.txt"}, {"key": "/notes/delta_train_530.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-530-838"}], "task_id": "train_files_0530", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 42531, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0531", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0532": {"id": "at0532", "status": "active", "tier": "enterprise"}, "bt0532": {"id": "bt0532", "status": "active", "tier": "plus"}}}, "instruction": "Update account at0532 so tier is basic.", "seed": 42532, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0532.tier", "value": "basic"}], "task_id": "train_crud_0532", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0533", "text": "security incident 6 root cause and mitigation timeline", "title": "Security Incident Brief 533"}, {"id": "xt0533", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 533"}]}, "instruction": "Run document search with query 'security incident 6'.", "seed": 42533, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0533", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_2.txt": "seed 534"}}, "instruction": "Store the text 'entry-train-534-522' at /exports/rollup_train_534.txt.", "seed": 42534, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_534.txt"}, {"key": "/exports/rollup_train_534.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-534-522"}], "task_id": "train_files_0534", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 42535, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0535", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1313}}}], "gold_summary": null, "initial_state": {"accounts": {"at0536": {"id": "at0536", "status": "active", "tier": "enterprise"}, "bt0536": {"id": "bt0536", "status": "active", "tier": "basic"}}}, "instruction": "Add customer account nt0536.", "seed": 42536, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0536"}, {"op": "equals", "path": "accounts.nt0536.status", "value": "active"}], "task_id": "train_crud_0536", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0537", "text": "security incident 10 root cause and mitigation timeline", "title": "Security Incident Brief 537"}, {"id": "xt0537", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 537"}]}, "instruction": "Search docs for 'security incident 10' and inspect top results.", "seed": 42537, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0537", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_6.txt": "seed 538"}}, "instruction": "Store the text 'entry-train-538-589' at /notes/runbook_train_538.log.", "seed": 42538, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_538.log"}, {"key": "/notes/runbook_train_538.log", "op": "map_value_equals", "path": "files", "value": "entry-train-538-589"}], "task_id": "train_files_0538", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 42539, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0539", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0540": {"id": "at0540", "status": "active", "tier": "premium"}, "bt0540": {"id": "bt0540", "status": "active", "tier": "premium"}}}, "instruction": "Archive account at0540 by closing it with reason duplicate_account.", "seed": 42540, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0540.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0540.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_0540", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0541", "text": "compliance incident 14 root cause and mitigation timeline", "title": "Compliance Incident Brief 541"}, {"id": "xt0541", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 541"}]}, "instruction": "Search docs for 'compliance incident 14' and inspect top results.", "seed": 42541, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0541", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1319}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 542"}}, "instruction": "Create file /exports/delta_train_542.md with content 'entry-train-542-330'.", "seed": 42542, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_train_542.md"}, {"key": "/exports/delta_train_542.md", "op": "map_value_equals", "path": "files", "value": "entry-train-542-330"}], "task_id": "train_files_0542", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 42543, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0543", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0544": {"id": "at0544", "status": "active", "tier": "enterprise"}, "bt0544": {"id": "bt0544", "status": "active", "tier": "premium"}}}, "instruction": "Set the subscription tier for at0544 to plus.", "seed": 42544, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0544.tier", "value": "plus"}], "task_id": "train_crud_0544", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0545", "text": "onboarding incident 1 root cause and mitigation timeline", "title": "Onboarding Incident Brief 545"}, {"id": "xt0545", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 545"}]}, "instruction": "Run document search with query 'onboarding incident 1'.", "seed": 42545, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0545", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_0.txt": "seed 546"}}, "instruction": "Write 'entry-train-546-397' to /snapshots/runbook_train_546.txt.", "seed": 42546, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/runbook_train_546.txt"}, {"key": "/snapshots/runbook_train_546.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-546-397"}], "task_id": "train_files_0546", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 42547, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0547", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1325}}}], "gold_summary": null, "initial_state": {"accounts": {"at0548": {"id": "at0548", "status": "active", "tier": "premium"}, "bt0548": {"id": "bt0548", "status": "active", "tier": "enterprise"}}}, "instruction": "Create a new account with id nt0548.", "seed": 42548, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0548"}, {"op": "equals", "path": "accounts.nt0548.status", "value": "active"}], "task_id": "train_crud_0548", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0549", "text": "security incident 5 root cause and mitigation timeline", "title": "Security Incident Brief 549"}, {"id": "xt0549", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 549"}]}, "instruction": "Run document search with query 'security incident 5'.", "seed": 42549, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0549", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_4.txt": "seed 550"}}, "instruction": "Store the text 'entry-train-550-211' at /notes/runbook_train_550.txt.", "seed": 42550, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_550.txt"}, {"key": "/notes/runbook_train_550.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-550-211"}], "task_id": "train_files_0550", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 42551, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0551", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0552": {"id": "at0552", "status": "active", "tier": "plus"}, "bt0552": {"id": "bt0552", "status": "active", "tier": "basic"}}}, "instruction": "Deactivate user account at0552; use reason compliance.", "seed": 42552, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0552.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0552.closed_reason", "value": "compliance"}], "task_id": "train_crud_0552", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0553", "text": "retention incident 9 root cause and mitigation timeline", "title": "Retention Incident Brief 553"}, {"id": "xt0553", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 553"}]}, "instruction": "Search docs for 'retention incident 9' and inspect top results.", "seed": 42553, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0553", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1331}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_1.txt": "seed 554"}}, "instruction": "Create file /drafts/summary_train_554.log with content 'entry-train-554-261'.", "seed": 42554, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_554.log"}, {"key": "/drafts/summary_train_554.log", "op": "map_value_equals", "path": "files", "value": "entry-train-554-261"}], "task_id": "train_files_0554", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 42555, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0555", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0556": {"id": "at0556", "status": "active", "tier": "premium"}, "bt0556": {"id": "bt0556", "status": "active", "tier": "basic"}}}, "instruction": "Update account at0556 so tier is plus.", "seed": 42556, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0556.tier", "value": "plus"}], "task_id": "train_crud_0556", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0557", "text": "onboarding incident 13 root cause and mitigation timeline", "title": "Onboarding Incident Brief 557"}, {"id": "xt0557", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 557"}]}, "instruction": "Search docs for 'onboarding incident 13' and inspect top results.", "seed": 42557, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0557", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_5.txt": "seed 558"}}, "instruction": "Create file /snapshots/status_train_558.txt with content 'entry-train-558-956'.", "seed": 42558, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_558.txt"}, {"key": "/snapshots/status_train_558.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-558-956"}], "task_id": "train_files_0558", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 42559, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0559", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1337}}}], "gold_summary": null, "initial_state": {"accounts": {"at0560": {"id": "at0560", "status": "active", "tier": "basic"}, "bt0560": {"id": "bt0560", "status": "active", "tier": "basic"}}}, "instruction": "Register account nt0560 with active status.", "seed": 42560, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0560"}, {"op": "equals", "path": "accounts.nt0560.status", "value": "active"}], "task_id": "train_crud_0560", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0561", "text": "latency incident 0 root cause and mitigation timeline", "title": "Latency Incident Brief 561"}, {"id": "xt0561", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 561"}]}, "instruction": "Find relevant docs for 'latency incident 0'.", "seed": 42561, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0561", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_2.txt": "seed 562"}}, "instruction": "Store the text 'entry-train-562-237' at /notes/delta_train_562.md.", "seed": 42562, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_train_562.md"}, {"key": "/notes/delta_train_562.md", "op": "map_value_equals", "path": "files", "value": "entry-train-562-237"}], "task_id": "train_files_0562", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 42563, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0563", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0564": {"id": "at0564", "status": "active", "tier": "plus"}, "bt0564": {"id": "bt0564", "status": "active", "tier": "enterprise"}}}, "instruction": "Archive account at0564 by closing it with reason duplicate_account.", "seed": 42564, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0564.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0564.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_0564", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0565", "text": "security incident 4 root cause and mitigation timeline", "title": "Security Incident Brief 565"}, {"id": "xt0565", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 565"}]}, "instruction": "Find relevant docs for 'security incident 4'.", "seed": 42565, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0565", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1343}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_6.txt": "seed 566"}}, "instruction": "Write 'entry-train-566-790' to /exports/runbook_train_566.log.", "seed": 42566, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_566.log"}, {"key": "/exports/runbook_train_566.log", "op": "map_value_equals", "path": "files", "value": "entry-train-566-790"}], "task_id": "train_files_0566", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 42567, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0567", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0568": {"id": "at0568", "status": "active", "tier": "premium"}, "bt0568": {"id": "bt0568", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at0568 with tier=basic.", "seed": 42568, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0568.tier", "value": "basic"}], "task_id": "train_crud_0568", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0569", "text": "security incident 8 root cause and mitigation timeline", "title": "Security Incident Brief 569"}, {"id": "xt0569", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 569"}]}, "instruction": "Run document search with query 'security incident 8'.", "seed": 42569, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0569", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 570"}}, "instruction": "Create file /exports/status_train_570.txt with content 'entry-train-570-367'.", "seed": 42570, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_570.txt"}, {"key": "/exports/status_train_570.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-570-367"}], "task_id": "train_files_0570", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 42571, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0571", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1349}}}], "gold_summary": null, "initial_state": {"accounts": {"at0572": {"id": "at0572", "status": "active", "tier": "premium"}, "bt0572": {"id": "bt0572", "status": "active", "tier": "basic"}}}, "instruction": "Register account nt0572 with active status.", "seed": 42572, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0572"}, {"op": "equals", "path": "accounts.nt0572.status", "value": "active"}], "task_id": "train_crud_0572", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0573", "text": "retention incident 12 root cause and mitigation timeline", "title": "Retention Incident Brief 573"}, {"id": "xt0573", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 573"}]}, "instruction": "Find relevant docs for 'retention incident 12'.", "seed": 42573, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0573", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_0.txt": "seed 574"}}, "instruction": "Create file /drafts/summary_train_574.log with content 'entry-train-574-221'.", "seed": 42574, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_574.log"}, {"key": "/drafts/summary_train_574.log", "op": "map_value_equals", "path": "files", "value": "entry-train-574-221"}], "task_id": "train_files_0574", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 42575, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0575", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0576": {"id": "at0576", "status": "active", "tier": "premium"}, "bt0576": {"id": "bt0576", "status": "active", "tier": "basic"}}}, "instruction": "Deactivate user account at0576; use reason duplicate_account.", "seed": 42576, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0576.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0576.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_0576", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0577", "text": "onboarding incident 16 root cause and mitigation timeline", "title": "Onboarding Incident Brief 577"}, {"id": "xt0577", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 577"}]}, "instruction": "Search docs for 'onboarding incident 16' and inspect top results.", "seed": 42577, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0577", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1355}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_4.txt": "seed 578"}}, "instruction": "Store the text 'entry-train-578-565' at /drafts/rollup_train_578.txt.", "seed": 42578, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_578.txt"}, {"key": "/drafts/rollup_train_578.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-578-565"}], "task_id": "train_files_0578", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 42579, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0579", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0580": {"id": "at0580", "status": "active", "tier": "enterprise"}, "bt0580": {"id": "bt0580", "status": "active", "tier": "plus"}}}, "instruction": "Update account at0580 so tier is premium.", "seed": 42580, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0580.tier", "value": "premium"}], "task_id": "train_crud_0580", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0581", "text": "onboarding incident 3 root cause and mitigation timeline", "title": "Onboarding Incident Brief 581"}, {"id": "xt0581", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 581"}]}, "instruction": "Find relevant docs for 'onboarding incident 3'.", "seed": 42581, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0581", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_1.txt": "seed 582"}}, "instruction": "Write 'entry-train-582-214' to /exports/summary_train_582.log.", "seed": 42582, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_582.log"}, {"key": "/exports/summary_train_582.log", "op": "map_value_equals", "path": "files", "value": "entry-train-582-214"}], "task_id": "train_files_0582", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1361}}}], "gold_summary": null, "initial_state": {"accounts": {"at0584": {"id": "at0584", "status": "active", "tier": "plus"}, "bt0584": {"id": "bt0584", "status": "active", "tier": "premium"}}}, "instruction": "Add customer account nt0584.", "seed": 42584, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0584"}, {"op": "equals", "path": "accounts.nt0584.status", "value": "active"}], "task_id": "train_crud_0584", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0585", "text": "compliance incident 7 root cause and mitigation timeline", "title": "Compliance Incident Brief 585"}, {"id": "xt0585", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 585"}]}, "instruction": "Find relevant docs for 'compliance incident 7'.", "seed": 42585, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0585", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_5.txt": "seed 586"}}, "instruction": "Store the text 'entry-train-586-193' at /drafts/delta_train_586.md.", "seed": 42586, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_train_586.md"}, {"key": "/drafts/delta_train_586.md", "op": "map_value_equals", "path": "files", "value": "entry-train-586-193"}], "task_id": "train_files_0586", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0588": {"id": "at0588", "status": "active", "tier": "enterprise"}, "bt0588": {"id": "bt0588", "status": "active", "tier": "basic"}}}, "instruction": "Archive account at0588 by closing it with reason compliance.", "seed": 42588, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0588.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0588.closed_reason", "value": "compliance"}], "task_id": "train_crud_0588", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0589", "text": "latency incident 11 root cause and mitigation timeline", "title": "Latency Incident Brief 589"}, {"id": "xt0589", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 589"}]}, "instruction": "Run document search with query 'latency incident 11'.", "seed": 42589, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0589", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1367}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_2.txt": "seed 590"}}, "instruction": "Store the text 'entry-train-590-323' at /exports/summary_train_590.log.", "seed": 42590, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_590.log"}, {"key": "/exports/summary_train_590.log", "op": "map_value_equals", "path": "files", "value": "entry-train-590-323"}], "task_id": "train_files_0590", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 42591, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0591", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0592": {"id": "at0592", "status": "active", "tier": "basic"}, "bt0592": {"id": "bt0592", "status": "active", "tier": "basic"}}}, "instruction": "Update account at0592 so tier is enterprise.", "seed": 42592, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0592.tier", "value": "enterprise"}], "task_id": "train_crud_0592", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0593", "text": "billing incident 15 root cause and mitigation timeline", "title": "Billing Incident Brief 593"}, {"id": "xt0593", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 593"}]}, "instruction": "Run document search with query 'billing incident 15'.", "seed": 42593, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0593", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_6.txt": "seed 594"}}, "instruction": "Store the text 'entry-train-594-846' at /drafts/status_train_594.log.", "seed": 42594, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/status_train_594.log"}, {"key": "/drafts/status_train_594.log", "op": "map_value_equals", "path": "files", "value": "entry-train-594-846"}], "task_id": "train_files_0594", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 42595, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0595", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1373}}}], "gold_summary": null, "initial_state": {"accounts": {"at0596": {"id": "at0596", "status": "active", "tier": "enterprise"}, "bt0596": {"id": "bt0596", "status": "active", "tier": "basic"}}}, "instruction": "Add customer account nt0596.", "seed": 42596, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0596"}, {"op": "equals", "path": "accounts.nt0596.status", "value": "active"}], "task_id": "train_crud_0596", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0597", "text": "retention incident 2 root cause and mitigation timeline", "title": "Retention Incident Brief 597"}, {"id": "xt0597", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 597"}]}, "instruction": "Search docs for 'retention incident 2' and inspect top results.", "seed": 42597, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0597", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 598"}}, "instruction": "Create file /exports/summary_train_598.txt with content 'entry-train-598-650'.", "seed": 42598, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_598.txt"}, {"key": "/exports/summary_train_598.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-598-650"}], "task_id": "train_files_0598", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 42599, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0599", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0600": {"id": "at0600", "status": "active", "tier": "enterprise"}, "bt0600": {"id": "bt0600", "status": "active", "tier": "enterprise"}}}, "instruction": "Close account at0600 and mark the reason as compliance.", "seed": 42600, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0600.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0600.closed_reason", "value": "compliance"}], "task_id": "train_crud_0600", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0601", "text": "security incident 6 root cause and mitigation timeline", "title": "Security Incident Brief 601"}, {"id": "xt0601", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 601"}]}, "instruction": "Run document search with query 'security incident 6'.", "seed": 42601, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0601", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1379}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_0.txt": "seed 602"}}, "instruction": "Store the text 'entry-train-602-996' at /drafts/runbook_train_602.txt.", "seed": 42602, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_train_602.txt"}, {"key": "/drafts/runbook_train_602.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-602-996"}], "task_id": "train_files_0602", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 42603, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0603", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0604": {"id": "at0604", "status": "active", "tier": "basic"}, "bt0604": {"id": "bt0604", "status": "active", "tier": "plus"}}}, "instruction": "Update account at0604 so tier is plus.", "seed": 42604, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0604.tier", "value": "plus"}], "task_id": "train_crud_0604", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0605", "text": "onboarding incident 10 root cause and mitigation timeline", "title": "Onboarding Incident Brief 605"}, {"id": "xt0605", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 605"}]}, "instruction": "Run document search with query 'onboarding incident 10'.", "seed": 42605, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0605", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_4.txt": "seed 606"}}, "instruction": "Write 'entry-train-606-858' to /notes/summary_train_606.txt.", "seed": 42606, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_606.txt"}, {"key": "/notes/summary_train_606.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-606-858"}], "task_id": "train_files_0606", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 42607, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0607", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1385}}}], "gold_summary": null, "initial_state": {"accounts": {"at0608": {"id": "at0608", "status": "active", "tier": "plus"}, "bt0608": {"id": "bt0608", "status": "active", "tier": "plus"}}}, "instruction": "Add customer account nt0608.", "seed": 42608, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0608"}, {"op": "equals", "path": "accounts.nt0608.status", "value": "active"}], "task_id": "train_crud_0608", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0609", "text": "latency incident 14 root cause and mitigation timeline", "title": "Latency Incident Brief 609"}, {"id": "xt0609", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 609"}]}, "instruction": "Find relevant docs for 'latency incident 14'.", "seed": 42609, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0609", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 610"}}, "instruction": "Store the text 'entry-train-610-712' at /notes/runbook_train_610.log.", "seed": 42610, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_610.log"}, {"key": "/notes/runbook_train_610.log", "op": "map_value_equals", "path": "files", "value": "entry-train-610-712"}], "task_id": "train_files_0610", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 42611, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0611", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0612": {"id": "at0612", "status": "active", "tier": "plus"}, "bt0612": {"id": "bt0612", "status": "active", "tier": "premium"}}}, "instruction": "Close account at0612 and mark the reason as duplicate_account.", "seed": 42612, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0612.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0612.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_0612", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0613", "text": "onboarding incident 1 root cause and mitigation timeline", "title": "Onboarding Incident Brief 613"}, {"id": "xt0613", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 613"}]}, "instruction": "Find relevant docs for 'onboarding incident 1'.", "seed": 42613, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0613", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1391}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_5.txt": "seed 614"}}, "instruction": "Write 'entry-train-614-607' to /drafts/rollup_train_614.log.", "seed": 42614, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_614.log"}, {"key": "/drafts/rollup_train_614.log", "op": "map_value_equals", "path": "files", "value": "entry-train-614-607"}], "task_id": "train_files_0614", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 42615, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0615", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0616": {"id": "at0616", "status": "active", "tier": "enterprise"}, "bt0616": {"id": "bt0616", "status": "active", "tier": "plus"}}}, "instruction": "Set the subscription tier for at0616 to plus.", "seed": 42616, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0616.tier", "value": "plus"}], "task_id": "train_crud_0616", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0617", "text": "security incident 5 root cause and mitigation timeline", "title": "Security Incident Brief 617"}, {"id": "xt0617", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 617"}]}, "instruction": "Run document search with query 'security incident 5'.", "seed": 42617, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0617", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_2.txt": "seed 618"}}, "instruction": "Store the text 'entry-train-618-978' at /drafts/status_train_618.md.", "seed": 42618, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/status_train_618.md"}, {"key": "/drafts/status_train_618.md", "op": "map_value_equals", "path": "files", "value": "entry-train-618-978"}], "task_id": "train_files_0618", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 42619, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0619", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1397}}}], "gold_summary": null, "initial_state": {"accounts": {"at0620": {"id": "at0620", "status": "active", "tier": "enterprise"}, "bt0620": {"id": "bt0620", "status": "active", "tier": "plus"}}}, "instruction": "Register account nt0620 with active status.", "seed": 42620, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0620"}, {"op": "equals", "path": "accounts.nt0620.status", "value": "active"}], "task_id": "train_crud_0620", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0621", "text": "security incident 9 root cause and mitigation timeline", "title": "Security Incident Brief 621"}, {"id": "xt0621", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 621"}]}, "instruction": "Search docs for 'security incident 9' and inspect top results.", "seed": 42621, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0621", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_6.txt": "seed 622"}}, "instruction": "Create file /exports/summary_train_622.md with content 'entry-train-622-967'.", "seed": 42622, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_622.md"}, {"key": "/exports/summary_train_622.md", "op": "map_value_equals", "path": "files", "value": "entry-train-622-967"}], "task_id": "train_files_0622", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0624": {"id": "at0624", "status": "active", "tier": "enterprise"}, "bt0624": {"id": "bt0624", "status": "active", "tier": "basic"}}}, "instruction": "Close account at0624 and mark the reason as user_request.", "seed": 42624, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0624.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0624.closed_reason", "value": "user_request"}], "task_id": "train_crud_0624", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0625", "text": "onboarding incident 13 root cause and mitigation timeline", "title": "Onboarding Incident Brief 625"}, {"id": "xt0625", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 625"}]}, "instruction": "Search docs for 'onboarding incident 13' and inspect top results.", "seed": 42625, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0625", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1403}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_3.txt": "seed 626"}}, "instruction": "Write 'entry-train-626-410' to /snapshots/status_train_626.md.", "seed": 42626, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_626.md"}, {"key": "/snapshots/status_train_626.md", "op": "map_value_equals", "path": "files", "value": "entry-train-626-410"}], "task_id": "train_files_0626", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 42627, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0627", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0628": {"id": "at0628", "status": "active", "tier": "enterprise"}, "bt0628": {"id": "bt0628", "status": "active", "tier": "plus"}}}, "instruction": "Set the subscription tier for at0628 to basic.", "seed": 42628, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0628.tier", "value": "basic"}], "task_id": "train_crud_0628", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0629", "text": "onboarding incident 0 root cause and mitigation timeline", "title": "Onboarding Incident Brief 629"}, {"id": "xt0629", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 629"}]}, "instruction": "Run document search with query 'onboarding incident 0'.", "seed": 42629, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0629", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_0.txt": "seed 630"}}, "instruction": "Create file /snapshots/rollup_train_630.log with content 'entry-train-630-764'.", "seed": 42630, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_630.log"}, {"key": "/snapshots/rollup_train_630.log", "op": "map_value_equals", "path": "files", "value": "entry-train-630-764"}], "task_id": "train_files_0630", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 42631, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0631", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1409}}}], "gold_summary": null, "initial_state": {"accounts": {"at0632": {"id": "at0632", "status": "active", "tier": "enterprise"}, "bt0632": {"id": "bt0632", "status": "active", "tier": "basic"}}}, "instruction": "Add customer account nt0632.", "seed": 42632, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0632"}, {"op": "equals", "path": "accounts.nt0632.status", "value": "active"}], "task_id": "train_crud_0632", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0633", "text": "compliance incident 4 root cause and mitigation timeline", "title": "Compliance Incident Brief 633"}, {"id": "xt0633", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 633"}]}, "instruction": "Search docs for 'compliance incident 4' and inspect top results.", "seed": 42633, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0633", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_4.txt": "seed 634"}}, "instruction": "Store the text 'entry-train-634-146' at /exports/runbook_train_634.md.", "seed": 42634, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_634.md"}, {"key": "/exports/runbook_train_634.md", "op": "map_value_equals", "path": "files", "value": "entry-train-634-146"}], "task_id": "train_files_0634", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 42635, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0635", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0636": {"id": "at0636", "status": "active", "tier": "enterprise"}, "bt0636": {"id": "bt0636", "status": "active", "tier": "plus"}}}, "instruction": "Deactivate user account at0636; use reason risk_review.", "seed": 42636, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0636.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0636.closed_reason", "value": "risk_review"}], "task_id": "train_crud_0636", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0637", "text": "security incident 8 root cause and mitigation timeline", "title": "Security Incident Brief 637"}, {"id": "xt0637", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 637"}]}, "instruction": "Find relevant docs for 'security incident 8'.", "seed": 42637, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0637", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1415}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_1.txt": "seed 638"}}, "instruction": "Store the text 'entry-train-638-770' at /drafts/rollup_train_638.log.", "seed": 42638, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_638.log"}, {"key": "/drafts/rollup_train_638.log", "op": "map_value_equals", "path": "files", "value": "entry-train-638-770"}], "task_id": "train_files_0638", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 42639, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0639", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0640": {"id": "at0640", "status": "active", "tier": "enterprise"}, "bt0640": {"id": "bt0640", "status": "active", "tier": "plus"}}}, "instruction": "Patch account at0640 with tier=plus.", "seed": 42640, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0640.tier", "value": "plus"}], "task_id": "train_crud_0640", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0641", "text": "security incident 12 root cause and mitigation timeline", "title": "Security Incident Brief 641"}, {"id": "xt0641", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 641"}]}, "instruction": "Find relevant docs for 'security incident 12'.", "seed": 42641, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0641", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_5.txt": "seed 642"}}, "instruction": "Store the text 'entry-train-642-655' at /notes/rollup_train_642.txt.", "seed": 42642, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_642.txt"}, {"key": "/notes/rollup_train_642.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-642-655"}], "task_id": "train_files_0642", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 42643, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0643", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1421}}}], "gold_summary": null, "initial_state": {"accounts": {"at0644": {"id": "at0644", "status": "active", "tier": "basic"}, "bt0644": {"id": "bt0644", "status": "active", "tier": "enterprise"}}}, "instruction": "Create a new account with id nt0644.", "seed": 42644, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0644"}, {"op": "equals", "path": "accounts.nt0644.status", "value": "active"}], "task_id": "train_crud_0644", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0645", "text": "retention incident 16 root cause and mitigation timeline", "title": "Retention Incident Brief 645"}, {"id": "xt0645", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 645"}]}, "instruction": "Search docs for 'retention incident 16' and inspect top results.", "seed": 42645, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0645", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_2.txt": "seed 646"}}, "instruction": "Create file /drafts/summary_train_646.txt with content 'entry-train-646-617'.", "seed": 42646, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_646.txt"}, {"key": "/drafts/summary_train_646.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-646-617"}], "task_id": "train_files_0646", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 42647, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0647", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0648": {"id": "at0648", "status": "active", "tier": "enterprise"}, "bt0648": {"id": "bt0648", "status": "active", "tier": "basic"}}}, "instruction": "Close account at0648 and mark the reason as compliance.", "seed": 42648, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0648.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0648.closed_reason", "value": "compliance"}], "task_id": "train_crud_0648", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0649", "text": "billing incident 3 root cause and mitigation timeline", "title": "Billing Incident Brief 649"}, {"id": "xt0649", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 649"}]}, "instruction": "Find relevant docs for 'billing incident 3'.", "seed": 42649, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0649", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1427}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_6.txt": "seed 650"}}, "instruction": "Store the text 'entry-train-650-117' at /exports/delta_train_650.md.", "seed": 42650, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_train_650.md"}, {"key": "/exports/delta_train_650.md", "op": "map_value_equals", "path": "files", "value": "entry-train-650-117"}], "task_id": "train_files_0650", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 42651, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0651", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0652": {"id": "at0652", "status": "active", "tier": "plus"}, "bt0652": {"id": "bt0652", "status": "active", "tier": "plus"}}}, "instruction": "Patch account at0652 with tier=basic.", "seed": 42652, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0652.tier", "value": "basic"}], "task_id": "train_crud_0652", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0653", "text": "latency incident 7 root cause and mitigation timeline", "title": "Latency Incident Brief 653"}, {"id": "xt0653", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 653"}]}, "instruction": "Run document search with query 'latency incident 7'.", "seed": 42653, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0653", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_3.txt": "seed 654"}}, "instruction": "Store the text 'entry-train-654-570' at /reports/runbook_train_654.md.", "seed": 42654, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_654.md"}, {"key": "/reports/runbook_train_654.md", "op": "map_value_equals", "path": "files", "value": "entry-train-654-570"}], "task_id": "train_files_0654", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 42655, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0655", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1433}}}], "gold_summary": null, "initial_state": {"accounts": {"at0656": {"id": "at0656", "status": "active", "tier": "basic"}, "bt0656": {"id": "bt0656", "status": "active", "tier": "basic"}}}, "instruction": "Create a new account with id nt0656.", "seed": 42656, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0656"}, {"op": "equals", "path": "accounts.nt0656.status", "value": "active"}], "task_id": "train_crud_0656", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0657", "text": "compliance incident 11 root cause and mitigation timeline", "title": "Compliance Incident Brief 657"}, {"id": "xt0657", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 657"}]}, "instruction": "Run document search with query 'compliance incident 11'.", "seed": 42657, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0657", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_0.txt": "seed 658"}}, "instruction": "Write 'entry-train-658-752' to /notes/rollup_train_658.txt.", "seed": 42658, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_658.txt"}, {"key": "/notes/rollup_train_658.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-658-752"}], "task_id": "train_files_0658", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 42659, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0659", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0660": {"id": "at0660", "status": "active", "tier": "premium"}, "bt0660": {"id": "bt0660", "status": "active", "tier": "basic"}}}, "instruction": "Close account at0660 and mark the reason as user_request.", "seed": 42660, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0660.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0660.closed_reason", "value": "user_request"}], "task_id": "train_crud_0660", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0661", "text": "security incident 15 root cause and mitigation timeline", "title": "Security Incident Brief 661"}, {"id": "xt0661", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 661"}]}, "instruction": "Run document search with query 'security incident 15'.", "seed": 42661, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0661", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1439}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_4.txt": "seed 662"}}, "instruction": "Create file /exports/summary_train_662.txt with content 'entry-train-662-800'.", "seed": 42662, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_662.txt"}, {"key": "/exports/summary_train_662.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-662-800"}], "task_id": "train_files_0662", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 42663, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0663", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0664": {"id": "at0664", "status": "active", "tier": "premium"}, "bt0664": {"id": "bt0664", "status": "active", "tier": "plus"}}}, "instruction": "Patch account at0664 with tier=basic.", "seed": 42664, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0664.tier", "value": "basic"}], "task_id": "train_crud_0664", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0665", "text": "retention incident 2 root cause and mitigation timeline", "title": "Retention Incident Brief 665"}, {"id": "xt0665", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 665"}]}, "instruction": "Search docs for 'retention incident 2' and inspect top results.", "seed": 42665, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0665", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_1.txt": "seed 666"}}, "instruction": "Store the text 'entry-train-666-346' at /exports/status_train_666.log.", "seed": 42666, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_666.log"}, {"key": "/exports/status_train_666.log", "op": "map_value_equals", "path": "files", "value": "entry-train-666-346"}], "task_id": "train_files_0666", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 42667, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0667", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1445}}}], "gold_summary": null, "initial_state": {"accounts": {"at0668": {"id": "at0668", "status": "active", "tier": "plus"}, "bt0668": {"id": "bt0668", "status": "active", "tier": "basic"}}}, "instruction": "Add customer account nt0668.", "seed": 42668, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0668"}, {"op": "equals", "path": "accounts.nt0668.status", "value": "active"}], "task_id": "train_crud_0668", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0669", "text": "retention incident 6 root cause and mitigation timeline", "title": "Retention Incident Brief 669"}, {"id": "xt0669", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 669"}]}, "instruction": "Search docs for 'retention incident 6' and inspect top results.", "seed": 42669, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0669", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_5.txt": "seed 670"}}, "instruction": "Write 'entry-train-670-958' to /reports/rollup_train_670.txt.", "seed": 42670, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_670.txt"}, {"key": "/reports/rollup_train_670.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-670-958"}], "task_id": "train_files_0670", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 42671, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0671", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0672": {"id": "at0672", "status": "active", "tier": "premium"}, "bt0672": {"id": "bt0672", "status": "active", "tier": "premium"}}}, "instruction": "Deactivate user account at0672; use reason compliance.", "seed": 42672, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0672.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0672.closed_reason", "value": "compliance"}], "task_id": "train_crud_0672", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0673", "text": "security incident 10 root cause and mitigation timeline", "title": "Security Incident Brief 673"}, {"id": "xt0673", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 673"}]}, "instruction": "Find relevant docs for 'security incident 10'.", "seed": 42673, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0673", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1451}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_2.txt": "seed 674"}}, "instruction": "Store the text 'entry-train-674-796' at /snapshots/rollup_train_674.txt.", "seed": 42674, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_674.txt"}, {"key": "/snapshots/rollup_train_674.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-674-796"}], "task_id": "train_files_0674", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 42675, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0675", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0676": {"id": "at0676", "status": "active", "tier": "plus"}, "bt0676": {"id": "bt0676", "status": "active", "tier": "basic"}}}, "instruction": "Update account at0676 so tier is enterprise.", "seed": 42676, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0676.tier", "value": "enterprise"}], "task_id": "train_crud_0676", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0677", "text": "security incident 14 root cause and mitigation timeline", "title": "Security Incident Brief 677"}, {"id": "xt0677", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 677"}]}, "instruction": "Find relevant docs for 'security incident 14'.", "seed": 42677, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0677", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_6.txt": "seed 678"}}, "instruction": "Write 'entry-train-678-469' to /drafts/rollup_train_678.md.", "seed": 42678, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_678.md"}, {"key": "/drafts/rollup_train_678.md", "op": "map_value_equals", "path": "files", "value": "entry-train-678-469"}], "task_id": "train_files_0678", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 42679, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0679", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1457}}}], "gold_summary": null, "initial_state": {"accounts": {"at0680": {"id": "at0680", "status": "active", "tier": "premium"}, "bt0680": {"id": "bt0680", "status": "active", "tier": "basic"}}}, "instruction": "Create a new account with id nt0680.", "seed": 42680, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0680"}, {"op": "equals", "path": "accounts.nt0680.status", "value": "active"}], "task_id": "train_crud_0680", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0681", "text": "billing incident 1 root cause and mitigation timeline", "title": "Billing Incident Brief 681"}, {"id": "xt0681", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 681"}]}, "instruction": "Run document search with query 'billing incident 1'.", "seed": 42681, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0681", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_3.txt": "seed 682"}}, "instruction": "Create file /snapshots/delta_train_682.log with content 'entry-train-682-624'.", "seed": 42682, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/delta_train_682.log"}, {"key": "/snapshots/delta_train_682.log", "op": "map_value_equals", "path": "files", "value": "entry-train-682-624"}], "task_id": "train_files_0682", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 42683, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0683", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0684": {"id": "at0684", "status": "active", "tier": "basic"}, "bt0684": {"id": "bt0684", "status": "active", "tier": "premium"}}}, "instruction": "Close account at0684 and mark the reason as compliance.", "seed": 42684, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0684.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0684.closed_reason", "value": "compliance"}], "task_id": "train_crud_0684", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0685", "text": "latency incident 5 root cause and mitigation timeline", "title": "Latency Incident Brief 685"}, {"id": "xt0685", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 685"}]}, "instruction": "Run document search with query 'latency incident 5'.", "seed": 42685, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0685", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1463}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_0.txt": "seed 686"}}, "instruction": "Store the text 'entry-train-686-685' at /reports/delta_train_686.txt.", "seed": 42686, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/delta_train_686.txt"}, {"key": "/reports/delta_train_686.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-686-685"}], "task_id": "train_files_0686", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 42687, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0687", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0688": {"id": "at0688", "status": "active", "tier": "premium"}, "bt0688": {"id": "bt0688", "status": "active", "tier": "premium"}}}, "instruction": "Set the subscription tier for at0688 to plus.", "seed": 42688, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0688.tier", "value": "plus"}], "task_id": "train_crud_0688", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0689", "text": "billing incident 9 root cause and mitigation timeline", "title": "Billing Incident Brief 689"}, {"id": "xt0689", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 689"}]}, "instruction": "Run document search with query 'billing incident 9'.", "seed": 42689, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0689", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_4.txt": "seed 690"}}, "instruction": "Write 'entry-train-690-595' to /exports/rollup_train_690.md.", "seed": 42690, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_690.md"}, {"key": "/exports/rollup_train_690.md", "op": "map_value_equals", "path": "files", "value": "entry-train-690-595"}], "task_id": "train_files_0690", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 42691, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0691", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1469}}}], "gold_summary": null, "initial_state": {"accounts": {"at0692": {"id": "at0692", "status": "active", "tier": "enterprise"}, "bt0692": {"id": "bt0692", "status": "active", "tier": "plus"}}}, "instruction": "Register account nt0692 with active status.", "seed": 42692, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0692"}, {"op": "equals", "path": "accounts.nt0692.status", "value": "active"}], "task_id": "train_crud_0692", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0693", "text": "billing incident 13 root cause and mitigation timeline", "title": "Billing Incident Brief 693"}, {"id": "xt0693", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 693"}]}, "instruction": "Run document search with query 'billing incident 13'.", "seed": 42693, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0693", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_1.txt": "seed 694"}}, "instruction": "Store the text 'entry-train-694-961' at /reports/rollup_train_694.md.", "seed": 42694, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_694.md"}, {"key": "/reports/rollup_train_694.md", "op": "map_value_equals", "path": "files", "value": "entry-train-694-961"}], "task_id": "train_files_0694", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 42695, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0695", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0696": {"id": "at0696", "status": "active", "tier": "plus"}, "bt0696": {"id": "bt0696", "status": "active", "tier": "premium"}}}, "instruction": "Deactivate user account at0696; use reason risk_review.", "seed": 42696, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0696.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0696.closed_reason", "value": "risk_review"}], "task_id": "train_crud_0696", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0697", "text": "latency incident 0 root cause and mitigation timeline", "title": "Latency Incident Brief 697"}, {"id": "xt0697", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 697"}]}, "instruction": "Run document search with query 'latency incident 0'.", "seed": 42697, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0697", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1475}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_5.txt": "seed 698"}}, "instruction": "Store the text 'entry-train-698-811' at /exports/runbook_train_698.log.", "seed": 42698, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_698.log"}, {"key": "/exports/runbook_train_698.log", "op": "map_value_equals", "path": "files", "value": "entry-train-698-811"}], "task_id": "train_files_0698", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 42699, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0699", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0700": {"id": "at0700", "status": "active", "tier": "enterprise"}, "bt0700": {"id": "bt0700", "status": "active", "tier": "enterprise"}}}, "instruction": "Set the subscription tier for at0700 to plus.", "seed": 42700, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0700.tier", "value": "plus"}], "task_id": "train_crud_0700", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0701", "text": "onboarding incident 4 root cause and mitigation timeline", "title": "Onboarding Incident Brief 701"}, {"id": "xt0701", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 701"}]}, "instruction": "Find relevant docs for 'onboarding incident 4'.", "seed": 42701, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0701", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_2.txt": "seed 702"}}, "instruction": "Store the text 'entry-train-702-886' at /notes/status_train_702.log.", "seed": 42702, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_train_702.log"}, {"key": "/notes/status_train_702.log", "op": "map_value_equals", "path": "files", "value": "entry-train-702-886"}], "task_id": "train_files_0702", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 42703, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0703", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1481}}}], "gold_summary": null, "initial_state": {"accounts": {"at0704": {"id": "at0704", "status": "active", "tier": "premium"}, "bt0704": {"id": "bt0704", "status": "active", "tier": "basic"}}}, "instruction": "Register account nt0704 with active status.", "seed": 42704, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0704"}, {"op": "equals", "path": "accounts.nt0704.status", "value": "active"}], "task_id": "train_crud_0704", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0705", "text": "retention incident 8 root cause and mitigation timeline", "title": "Retention Incident Brief 705"}, {"id": "xt0705", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 705"}]}, "instruction": "Search docs for 'retention incident 8' and inspect top results.", "seed": 42705, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0705", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_6.txt": "seed 706"}}, "instruction": "Write 'entry-train-706-774' to /exports/status_train_706.md.", "seed": 42706, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_706.md"}, {"key": "/exports/status_train_706.md", "op": "map_value_equals", "path": "files", "value": "entry-train-706-774"}], "task_id": "train_files_0706", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 42707, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0707", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0708": {"id": "at0708", "status": "active", "tier": "enterprise"}, "bt0708": {"id": "bt0708", "status": "active", "tier": "enterprise"}}}, "instruction": "Archive account at0708 by closing it with reason compliance.", "seed": 42708, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0708.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0708.closed_reason", "value": "compliance"}], "task_id": "train_crud_0708", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0709", "text": "billing incident 12 root cause and mitigation timeline", "title": "Billing Incident Brief 709"}, {"id": "xt0709", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 709"}]}, "instruction": "Find relevant docs for 'billing incident 12'.", "seed": 42709, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0709", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1487}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_3.txt": "seed 710"}}, "instruction": "Write 'entry-train-710-187' to /notes/delta_train_710.log.", "seed": 42710, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_train_710.log"}, {"key": "/notes/delta_train_710.log", "op": "map_value_equals", "path": "files", "value": "entry-train-710-187"}], "task_id": "train_files_0710", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 42711, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0711", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0712": {"id": "at0712", "status": "active", "tier": "basic"}, "bt0712": {"id": "bt0712", "status": "active", "tier": "enterprise"}}}, "instruction": "Set the subscription tier for at0712 to enterprise.", "seed": 42712, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0712.tier", "value": "enterprise"}], "task_id": "train_crud_0712", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0713", "text": "billing incident 16 root cause and mitigation timeline", "title": "Billing Incident Brief 713"}, {"id": "xt0713", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 713"}]}, "instruction": "Search docs for 'billing incident 16' and inspect top results.", "seed": 42713, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0713", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_0.txt": "seed 714"}}, "instruction": "Store the text 'entry-train-714-864' at /exports/status_train_714.log.", "seed": 42714, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_714.log"}, {"key": "/exports/status_train_714.log", "op": "map_value_equals", "path": "files", "value": "entry-train-714-864"}], "task_id": "train_files_0714", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 42715, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0715", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1493}}}], "gold_summary": null, "initial_state": {"accounts": {"at0716": {"id": "at0716", "status": "active", "tier": "enterprise"}, "bt0716": {"id": "bt0716", "status": "active", "tier": "enterprise"}}}, "instruction": "Register account nt0716 with active status.", "seed": 42716, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0716"}, {"op": "equals", "path": "accounts.nt0716.status", "value": "active"}], "task_id": "train_crud_0716", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0717", "text": "retention incident 3 root cause and mitigation timeline", "title": "Retention Incident Brief 717"}, {"id": "xt0717", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 717"}]}, "instruction": "Find relevant docs for 'retention incident 3'.", "seed": 42717, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0717", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_4.txt": "seed 718"}}, "instruction": "Create file /notes/status_train_718.md with content 'entry-train-718-125'.", "seed": 42718, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_train_718.md"}, {"key": "/notes/status_train_718.md", "op": "map_value_equals", "path": "files", "value": "entry-train-718-125"}], "task_id": "train_files_0718", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 42719, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0719", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0720": {"id": "at0720", "status": "active", "tier": "plus"}, "bt0720": {"id": "bt0720", "status": "active", "tier": "premium"}}}, "instruction": "Deactivate user account at0720; use reason duplicate_account.", "seed": 42720, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0720.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0720.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_0720", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0721", "text": "security incident 7 root cause and mitigation timeline", "title": "Security Incident Brief 721"}, {"id": "xt0721", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 721"}]}, "instruction": "Run document search with query 'security incident 7'.", "seed": 42721, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0721", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1499}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_1.txt": "seed 722"}}, "instruction": "Store the text 'entry-train-722-548' at /exports/rollup_train_722.txt.", "seed": 42722, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_722.txt"}, {"key": "/exports/rollup_train_722.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-722-548"}], "task_id": "train_files_0722", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 42723, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0723", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0724": {"id": "at0724", "status": "active", "tier": "basic"}, "bt0724": {"id": "bt0724", "status": "active", "tier": "basic"}}}, "instruction": "Update account at0724 so tier is enterprise.", "seed": 42724, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0724.tier", "value": "enterprise"}], "task_id": "train_crud_0724", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0725", "text": "retention incident 11 root cause and mitigation timeline", "title": "Retention Incident Brief 725"}, {"id": "xt0725", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 725"}]}, "instruction": "Find relevant docs for 'retention incident 11'.", "seed": 42725, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0725", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_5.txt": "seed 726"}}, "instruction": "Store the text 'entry-train-726-278' at /drafts/status_train_726.log.", "seed": 42726, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/status_train_726.log"}, {"key": "/drafts/status_train_726.log", "op": "map_value_equals", "path": "files", "value": "entry-train-726-278"}], "task_id": "train_files_0726", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 42727, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0727", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1505}}}], "gold_summary": null, "initial_state": {"accounts": {"at0728": {"id": "at0728", "status": "active", "tier": "enterprise"}, "bt0728": {"id": "bt0728", "status": "active", "tier": "enterprise"}}}, "instruction": "Add customer account nt0728.", "seed": 42728, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0728"}, {"op": "equals", "path": "accounts.nt0728.status", "value": "active"}], "task_id": "train_crud_0728", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0729", "text": "security incident 15 root cause and mitigation timeline", "title": "Security Incident Brief 729"}, {"id": "xt0729", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 729"}]}, "instruction": "Find relevant docs for 'security incident 15'.", "seed": 42729, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0729", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_2.txt": "seed 730"}}, "instruction": "Store the text 'entry-train-730-855' at /snapshots/rollup_train_730.txt.", "seed": 42730, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_730.txt"}, {"key": "/snapshots/rollup_train_730.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-730-855"}], "task_id": "train_files_0730", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 42731, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0731", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0732": {"id": "at0732", "status": "active", "tier": "basic"}, "bt0732": {"id": "bt0732", "status": "active", "tier": "plus"}}}, "instruction": "Deactivate user account at0732; use reason risk_review.", "seed": 42732, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0732.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0732.closed_reason", "value": "risk_review"}], "task_id": "train_crud_0732", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0733", "text": "retention incident 2 root cause and mitigation timeline", "title": "Retention Incident Brief 733"}, {"id": "xt0733", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 733"}]}, "instruction": "Find relevant docs for 'retention incident 2'.", "seed": 42733, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0733", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1511}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_6.txt": "seed 734"}}, "instruction": "Create file /reports/delta_train_734.txt with content 'entry-train-734-474'.", "seed": 42734, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/delta_train_734.txt"}, {"key": "/reports/delta_train_734.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-734-474"}], "task_id": "train_files_0734", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 42735, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0735", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0736": {"id": "at0736", "status": "active", "tier": "enterprise"}, "bt0736": {"id": "bt0736", "status": "active", "tier": "premium"}}}, "instruction": "Patch account at0736 with tier=premium.", "seed": 42736, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0736.tier", "value": "premium"}], "task_id": "train_crud_0736", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0737", "text": "onboarding incident 6 root cause and mitigation timeline", "title": "Onboarding Incident Brief 737"}, {"id": "xt0737", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 737"}]}, "instruction": "Find relevant docs for 'onboarding incident 6'.", "seed": 42737, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0737", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_3.txt": "seed 738"}}, "instruction": "Create file /reports/runbook_train_738.md with content 'entry-train-738-965'.", "seed": 42738, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_738.md"}, {"key": "/reports/runbook_train_738.md", "op": "map_value_equals", "path": "files", "value": "entry-train-738-965"}], "task_id": "train_files_0738", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 42739, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0739", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1517}}}], "gold_summary": null, "initial_state": {"accounts": {"at0740": {"id": "at0740", "status": "active", "tier": "basic"}, "bt0740": {"id": "bt0740", "status": "active", "tier": "plus"}}}, "instruction": "Register account nt0740 with active status.", "seed": 42740, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0740"}, {"op": "equals", "path": "accounts.nt0740.status", "value": "active"}], "task_id": "train_crud_0740", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0741", "text": "billing incident 10 root cause and mitigation timeline", "title": "Billing Incident Brief 741"}, {"id": "xt0741", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 741"}]}, "instruction": "Run document search with query 'billing incident 10'.", "seed": 42741, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0741", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_0.txt": "seed 742"}}, "instruction": "Write 'entry-train-742-810' to /reports/status_train_742.md.", "seed": 42742, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/status_train_742.md"}, {"key": "/reports/status_train_742.md", "op": "map_value_equals", "path": "files", "value": "entry-train-742-810"}], "task_id": "train_files_0742", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 42743, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0743", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0744": {"id": "at0744", "status": "active", "tier": "enterprise"}, "bt0744": {"id": "bt0744", "status": "active", "tier": "plus"}}}, "instruction": "Archive account at0744 by closing it with reason compliance.", "seed": 42744, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0744.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0744.closed_reason", "value": "compliance"}], "task_id": "train_crud_0744", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0745", "text": "onboarding incident 14 root cause and mitigation timeline", "title": "Onboarding Incident Brief 745"}, {"id": "xt0745", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 745"}]}, "instruction": "Find relevant docs for 'onboarding incident 14'.", "seed": 42745, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0745", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1523}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_4.txt": "seed 746"}}, "instruction": "Write 'entry-train-746-243' to /drafts/rollup_train_746.md.", "seed": 42746, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_746.md"}, {"key": "/drafts/rollup_train_746.md", "op": "map_value_equals", "path": "files", "value": "entry-train-746-243"}], "task_id": "train_files_0746", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 42747, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0747", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 42763, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0763", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1541}}}], "gold_summary": null, "initial_state": {"accounts": {"at0764": {"id": "at0764", "status": "active", "tier": "plus"}, "bt0764": {"id": "bt0764", "status": "active", "tier": "basic"}}}, "instruction": "Add customer account nt0764.", "seed": 42764, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0764"}, {"op": "equals", "path": "accounts.nt0764.status", "value": "active"}], "task_id": "train_crud_0764", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0765", "text": "latency incident 0 root cause and mitigation timeline", "title": "Latency Incident Brief 765"}, {"id": "xt0765", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 765"}]}, "instruction": "Run document search with query 'latency incident 0'.", "seed": 42765, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0765", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_3.txt": "seed 766"}}, "instruction": "Store the text 'entry-train-766-431' at /notes/delta_train_766.txt.", "seed": 42766, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_train_766.txt"}, {"key": "/notes/delta_train_766.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-766-431"}], "task_id": "train_files_0766", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 42767, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0767", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0768": {"id": "at0768", "status": "active", "tier": "basic"}, "bt0768": {"id": "bt0768", "status": "active", "tier": "enterprise"}}}, "instruction": "Deactivate user account at0768; use reason user_request.", "seed": 42768, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0768.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0768.closed_reason", "value": "user_request"}], "task_id": "train_crud_0768", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0769", "text": "retention incident 4 root cause and mitigation timeline", "title": "Retention Incident Brief 769"}, {"id": "xt0769", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 769"}]}, "instruction": "Find relevant docs for 'retention incident 4'.", "seed": 42769, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0769", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1547}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_0.txt": "seed 770"}}, "instruction": "Create file /drafts/status_train_770.txt with content 'entry-train-770-828'.", "seed": 42770, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/status_train_770.txt"}, {"key": "/drafts/status_train_770.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-770-828"}], "task_id": "train_files_0770", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 42771, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0771", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0772": {"id": "at0772", "status": "active", "tier": "premium"}, "bt0772": {"id": "bt0772", "status": "active", "tier": "enterprise"}}}, "instruction": "Set the subscription tier for at0772 to enterprise.", "seed": 42772, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0772.tier", "value": "enterprise"}], "task_id": "train_crud_0772", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0773", "text": "billing incident 8 root cause and mitigation timeline", "title": "Billing Incident Brief 773"}, {"id": "xt0773", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 773"}]}, "instruction": "Run document search with query 'billing incident 8'.", "seed": 42773, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0773", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_4.txt": "seed 774"}}, "instruction": "Create file /notes/runbook_train_774.log with content 'entry-train-774-998'.", "seed": 42774, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_774.log"}, {"key": "/notes/runbook_train_774.log", "op": "map_value_equals", "path": "files", "value": "entry-train-774-998"}], "task_id": "train_files_0774", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 42775, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0775", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1553}}}], "gold_summary": null, "initial_state": {"accounts": {"at0776": {"id": "at0776", "status": "active", "tier": "basic"}, "bt0776": {"id": "bt0776", "status": "active", "tier": "basic"}}}, "instruction": "Add customer account nt0776.", "seed": 42776, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0776"}, {"op": "equals", "path": "accounts.nt0776.status", "value": "active"}], "task_id": "train_crud_0776", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0777", "text": "compliance incident 12 root cause and mitigation timeline", "title": "Compliance Incident Brief 777"}, {"id": "xt0777", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 777"}]}, "instruction": "Search docs for 'compliance incident 12' and inspect top results.", "seed": 42777, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0777", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 778"}}, "instruction": "Write 'entry-train-778-539' to /notes/rollup_train_778.txt.", "seed": 42778, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_778.txt"}, {"key": "/notes/rollup_train_778.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-778-539"}], "task_id": "train_files_0778", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 42779, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0779", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0780": {"id": "at0780", "status": "active", "tier": "plus"}, "bt0780": {"id": "bt0780", "status": "active", "tier": "enterprise"}}}, "instruction": "Archive account at0780 by closing it with reason duplicate_account.", "seed": 42780, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0780.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0780.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_0780", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0781", "text": "billing incident 16 root cause and mitigation timeline", "title": "Billing Incident Brief 781"}, {"id": "xt0781", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 781"}]}, "instruction": "Search docs for 'billing incident 16' and inspect top results.", "seed": 42781, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0781", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1559}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_5.txt": "seed 782"}}, "instruction": "Write 'entry-train-782-978' to /snapshots/summary_train_782.txt.", "seed": 42782, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/summary_train_782.txt"}, {"key": "/snapshots/summary_train_782.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-782-978"}], "task_id": "train_files_0782", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 42783, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0783", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0784": {"id": "at0784", "status": "active", "tier": "plus"}, "bt0784": {"id": "bt0784", "status": "active", "tier": "plus"}}}, "instruction": "Patch account at0784 with tier=enterprise.", "seed": 42784, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0784.tier", "value": "enterprise"}], "task_id": "train_crud_0784", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0785", "text": "security incident 3 root cause and mitigation timeline", "title": "Security Incident Brief 785"}, {"id": "xt0785", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 785"}]}, "instruction": "Search docs for 'security incident 3' and inspect top results.", "seed": 42785, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0785", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_2.txt": "seed 786"}}, "instruction": "Store the text 'entry-train-786-480' at /exports/runbook_train_786.txt.", "seed": 42786, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_786.txt"}, {"key": "/exports/runbook_train_786.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-786-480"}], "task_id": "train_files_0786", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 42787, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0787", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1565}}}], "gold_summary": null, "initial_state": {"accounts": {"at0788": {"id": "at0788", "status": "active", "tier": "premium"}, "bt0788": {"id": "bt0788", "status": "active", "tier": "plus"}}}, "instruction": "Register account nt0788 with active status.", "seed": 42788, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0788"}, {"op": "equals", "path": "accounts.nt0788.status", "value": "active"}], "task_id": "train_crud_0788", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0789", "text": "retention incident 7 root cause and mitigation timeline", "title": "Retention Incident Brief 789"}, {"id": "xt0789", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 789"}]}, "instruction": "Find relevant docs for 'retention incident 7'.", "seed": 42789, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0789", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_6.txt": "seed 790"}}, "instruction": "Write 'entry-train-790-588' to /reports/summary_train_790.txt.", "seed": 42790, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_790.txt"}, {"key": "/reports/summary_train_790.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-790-588"}], "task_id": "train_files_0790", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 42791, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0791", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0792": {"id": "at0792", "status": "active", "tier": "enterprise"}, "bt0792": {"id": "bt0792", "status": "active", "tier": "basic"}}}, "instruction": "Close account at0792 and mark the reason as duplicate_account.", "seed": 42792, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0792.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0792.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_0792", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0793", "text": "compliance incident 11 root cause and mitigation timeline", "title": "Compliance Incident Brief 793"}, {"id": "xt0793", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 793"}]}, "instruction": "Run document search with query 'compliance incident 11'.", "seed": 42793, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0793", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1571}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_3.txt": "seed 794"}}, "instruction": "Store the text 'entry-train-794-191' at /reports/status_train_794.md.", "seed": 42794, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/status_train_794.md"}, {"key": "/reports/status_train_794.md", "op": "map_value_equals", "path": "files", "value": "entry-train-794-191"}], "task_id": "train_files_0794", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 42795, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0795", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0796": {"id": "at0796", "status": "active", "tier": "premium"}, "bt0796": {"id": "bt0796", "status": "active", "tier": "enterprise"}}}, "instruction": "Update account at0796 so tier is basic.", "seed": 42796, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0796.tier", "value": "basic"}], "task_id": "train_crud_0796", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0797", "text": "billing incident 15 root cause and mitigation timeline", "title": "Billing Incident Brief 797"}, {"id": "xt0797", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 797"}]}, "instruction": "Find relevant docs for 'billing incident 15'.", "seed": 42797, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0797", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_0.txt": "seed 798"}}, "instruction": "Create file /reports/delta_train_798.log with content 'entry-train-798-268'.", "seed": 42798, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/delta_train_798.log"}, {"key": "/reports/delta_train_798.log", "op": "map_value_equals", "path": "files", "value": "entry-train-798-268"}], "task_id": "train_files_0798", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 42799, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0799", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1577}}}], "gold_summary": null, "initial_state": {"accounts": {"at0800": {"id": "at0800", "status": "active", "tier": "enterprise"}, "bt0800": {"id": "bt0800", "status": "active", "tier": "basic"}}}, "instruction": "Create a new account with id nt0800.", "seed": 42800, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0800"}, {"op": "equals", "path": "accounts.nt0800.status", "value": "active"}], "task_id": "train_crud_0800", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0801", "text": "security incident 2 root cause and mitigation timeline", "title": "Security Incident Brief 801"}, {"id": "xt0801", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 801"}]}, "instruction": "Find relevant docs for 'security incident 2'.", "seed": 42801, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0801", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_4.txt": "seed 802"}}, "instruction": "Write 'entry-train-802-422' to /snapshots/runbook_train_802.md.", "seed": 42802, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/runbook_train_802.md"}, {"key": "/snapshots/runbook_train_802.md", "op": "map_value_equals", "path": "files", "value": "entry-train-802-422"}], "task_id": "train_files_0802", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 42803, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0803", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0804": {"id": "at0804", "status": "active", "tier": "premium"}, "bt0804": {"id": "bt0804", "status": "active", "tier": "basic"}}}, "instruction": "Close account at0804 and mark the reason as duplicate_account.", "seed": 42804, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0804.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0804.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_0804", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0805", "text": "onboarding incident 6 root cause and mitigation timeline", "title": "Onboarding Incident Brief 805"}, {"id": "xt0805", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 805"}]}, "instruction": "Find relevant docs for 'onboarding incident 6'.", "seed": 42805, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0805", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1583}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_1.txt": "seed 806"}}, "instruction": "Write 'entry-train-806-761' to /drafts/rollup_train_806.md.", "seed": 42806, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_806.md"}, {"key": "/drafts/rollup_train_806.md", "op": "map_value_equals", "path": "files", "value": "entry-train-806-761"}], "task_id": "train_files_0806", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 42807, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0807", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0808": {"id": "at0808", "status": "active", "tier": "plus"}, "bt0808": {"id": "bt0808", "status": "active", "tier": "basic"}}}, "instruction": "Patch account at0808 with tier=premium.", "seed": 42808, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0808.tier", "value": "premium"}], "task_id": "train_crud_0808", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0809", "text": "latency incident 10 root cause and mitigation timeline", "title": "Latency Incident Brief 809"}, {"id": "xt0809", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 809"}]}, "instruction": "Search docs for 'latency incident 10' and inspect top results.", "seed": 42809, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0809", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_5.txt": "seed 810"}}, "instruction": "Store the text 'entry-train-810-474' at /snapshots/delta_train_810.md.", "seed": 42810, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/delta_train_810.md"}, {"key": "/snapshots/delta_train_810.md", "op": "map_value_equals", "path": "files", "value": "entry-train-810-474"}], "task_id": "train_files_0810", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1589}}}], "gold_summary": null, "initial_state": {"accounts": {"at0812": {"id": "at0812", "status": "active", "tier": "basic"}, "bt0812": {"id": "bt0812", "status": "active", "tier": "premium"}}}, "instruction": "Create a new account with id nt0812.", "seed": 42812, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0812"}, {"op": "equals", "path": "accounts.nt0812.status", "value": "active"}], "task_id": "train_crud_0812", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0813", "text": "billing incident 14 root cause and mitigation timeline", "title": "Billing Incident Brief 813"}, {"id": "xt0813", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 813"}]}, "instruction": "Run document search with query 'billing incident 14'.", "seed": 42813, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0813", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_2.txt": "seed 814"}}, "instruction": "Store the text 'entry-train-814-829' at /notes/runbook_train_814.log.", "seed": 42814, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_814.log"}, {"key": "/notes/runbook_train_814.log", "op": "map_value_equals", "path": "files", "value": "entry-train-814-829"}], "task_id": "train_files_0814", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 42815, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0815", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0816": {"id": "at0816", "status": "active", "tier": "plus"}, "bt0816": {"id": "bt0816", "status": "active", "tier": "basic"}}}, "instruction": "Close account at0816 and mark the reason as duplicate_account.", "seed": 42816, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0816.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0816.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_0816", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0817", "text": "onboarding incident 1 root cause and mitigation timeline", "title": "Onboarding Incident Brief 817"}, {"id": "xt0817", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 817"}]}, "instruction": "Search docs for 'onboarding incident 1' and inspect top results.", "seed": 42817, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0817", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1595}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_6.txt": "seed 818"}}, "instruction": "Store the text 'entry-train-818-700' at /notes/runbook_train_818.md.", "seed": 42818, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_818.md"}, {"key": "/notes/runbook_train_818.md", "op": "map_value_equals", "path": "files", "value": "entry-train-818-700"}], "task_id": "train_files_0818", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 42819, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0819", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0820": {"id": "at0820", "status": "active", "tier": "plus"}, "bt0820": {"id": "bt0820", "status": "active", "tier": "plus"}}}, "instruction": "Update account at0820 so tier is basic.", "seed": 42820, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0820.tier", "value": "basic"}], "task_id": "train_crud_0820", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0821", "text": "billing incident 5 root cause and mitigation timeline", "title": "Billing Incident Brief 821"}, {"id": "xt0821", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 821"}]}, "instruction": "Find relevant docs for 'billing incident 5'.", "seed": 42821, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0821", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_3.txt": "seed 822"}}, "instruction": "Store the text 'entry-train-822-782' at /notes/summary_train_822.md.", "seed": 42822, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_822.md"}, {"key": "/notes/summary_train_822.md", "op": "map_value_equals", "path": "files", "value": "entry-train-822-782"}], "task_id": "train_files_0822", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 42823, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0823", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1601}}}], "gold_summary": null, "initial_state": {"accounts": {"at0824": {"id": "at0824", "status": "active", "tier": "plus"}, "bt0824": {"id": "bt0824", "status": "active", "tier": "basic"}}}, "instruction": "Create a new account with id nt0824.", "seed": 42824, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0824"}, {"op": "equals", "path": "accounts.nt0824.status", "value": "active"}], "task_id": "train_crud_0824", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0825", "text": "compliance incident 9 root cause and mitigation timeline", "title": "Compliance Incident Brief 825"}, {"id": "xt0825", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 825"}]}, "instruction": "Find relevant docs for 'compliance incident 9'.", "seed": 42825, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0825", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_0.txt": "seed 826"}}, "instruction": "Write 'entry-train-826-480' to /notes/runbook_train_826.txt.", "seed": 42826, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_826.txt"}, {"key": "/notes/runbook_train_826.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-826-480"}], "task_id": "train_files_0826", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 42827, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0827", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0828": {"id": "at0828", "status": "active", "tier": "premium"}, "bt0828": {"id": "bt0828", "status": "active", "tier": "basic"}}}, "instruction": "Archive account at0828 by closing it with reason duplicate_account.", "seed": 42828, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0828.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0828.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_0828", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0829", "text": "onboarding incident 13 root cause and mitigation timeline", "title": "Onboarding Incident Brief 829"}, {"id": "xt0829", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 829"}]}, "instruction": "Run document search with query 'onboarding incident 13'.", "seed": 42829, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0829", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1607}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_4.txt": "seed 830"}}, "instruction": "Create file /snapshots/delta_train_830.md with content 'entry-train-830-156'.", "seed": 42830, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/delta_train_830.md"}, {"key": "/snapshots/delta_train_830.md", "op": "map_value_equals", "path": "files", "value": "entry-train-830-156"}], "task_id": "train_files_0830", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 42831, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0831", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0832": {"id": "at0832", "status": "active", "tier": "premium"}, "bt0832": {"id": "bt0832", "status": "active", "tier": "basic"}}}, "instruction": "Update account at0832 so tier is basic.", "seed": 42832, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0832.tier", "value": "basic"}], "task_id": "train_crud_0832", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0833", "text": "billing incident 0 root cause and mitigation timeline", "title": "Billing Incident Brief 833"}, {"id": "xt0833", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 833"}]}, "instruction": "Search docs for 'billing incident 0' and inspect top results.", "seed": 42833, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0833", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_1.txt": "seed 834"}}, "instruction": "Write 'entry-train-834-492' to /reports/rollup_train_834.md.", "seed": 42834, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_834.md"}, {"key": "/reports/rollup_train_834.md", "op": "map_value_equals", "path": "files", "value": "entry-train-834-492"}], "task_id": "train_files_0834", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 42835, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0835", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1613}}}], "gold_summary": null, "initial_state": {"accounts": {"at0836": {"id": "at0836", "status": "active", "tier": "enterprise"}, "bt0836": {"id": "bt0836", "status": "active", "tier": "premium"}}}, "instruction": "Create a new account with id nt0836.", "seed": 42836, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0836"}, {"op": "equals", "path": "accounts.nt0836.status", "value": "active"}], "task_id": "train_crud_0836", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0837", "text": "compliance incident 4 root cause and mitigation timeline", "title": "Compliance Incident Brief 837"}, {"id": "xt0837", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 837"}]}, "instruction": "Run document search with query 'compliance incident 4'.", "seed": 42837, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0837", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_5.txt": "seed 838"}}, "instruction": "Store the text 'entry-train-838-222' at /reports/delta_train_838.md.", "seed": 42838, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/delta_train_838.md"}, {"key": "/reports/delta_train_838.md", "op": "map_value_equals", "path": "files", "value": "entry-train-838-222"}], "task_id": "train_files_0838", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 42839, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0839", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0840": {"id": "at0840", "status": "active", "tier": "enterprise"}, "bt0840": {"id": "bt0840", "status": "active", "tier": "enterprise"}}}, "instruction": "Deactivate user account at0840; use reason duplicate_account.", "seed": 42840, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0840.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0840.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_0840", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0841", "text": "latency incident 8 root cause and mitigation timeline", "title": "Latency Incident Brief 841"}, {"id": "xt0841", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 841"}]}, "instruction": "Find relevant docs for 'latency incident 8'.", "seed": 42841, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0841", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1619}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_2.txt": "seed 842"}}, "instruction": "Create file /snapshots/summary_train_842.md with content 'entry-train-842-305'.", "seed": 42842, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/summary_train_842.md"}, {"key": "/snapshots/summary_train_842.md", "op": "map_value_equals", "path": "files", "value": "entry-train-842-305"}], "task_id": "train_files_0842", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 42843, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0843", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0844": {"id": "at0844", "status": "active", "tier": "enterprise"}, "bt0844": {"id": "bt0844", "status": "active", "tier": "enterprise"}}}, "instruction": "Update account at0844 so tier is plus.", "seed": 42844, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0844.tier", "value": "plus"}], "task_id": "train_crud_0844", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0845", "text": "security incident 12 root cause and mitigation timeline", "title": "Security Incident Brief 845"}, {"id": "xt0845", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 845"}]}, "instruction": "Run document search with query 'security incident 12'.", "seed": 42845, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0845", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_6.txt": "seed 846"}}, "instruction": "Store the text 'entry-train-846-454' at /reports/status_train_846.log.", "seed": 42846, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/status_train_846.log"}, {"key": "/reports/status_train_846.log", "op": "map_value_equals", "path": "files", "value": "entry-train-846-454"}], "task_id": "train_files_0846", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 42847, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0847", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1625}}}], "gold_summary": null, "initial_state": {"accounts": {"at0848": {"id": "at0848", "status": "active", "tier": "enterprise"}, "bt0848": {"id": "bt0848", "status": "active", "tier": "premium"}}}, "instruction": "Create a new account with id nt0848.", "seed": 42848, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0848"}, {"op": "equals", "path": "accounts.nt0848.status", "value": "active"}], "task_id": "train_crud_0848", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0849", "text": "security incident 16 root cause and mitigation timeline", "title": "Security Incident Brief 849"}, {"id": "xt0849", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 849"}]}, "instruction": "Search docs for 'security incident 16' and inspect top results.", "seed": 42849, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0849", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_3.txt": "seed 850"}}, "instruction": "Store the text 'entry-train-850-245' at /snapshots/rollup_train_850.txt.", "seed": 42850, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_850.txt"}, {"key": "/snapshots/rollup_train_850.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-850-245"}], "task_id": "train_files_0850", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 42851, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0851", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0852": {"id": "at0852", "status": "active", "tier": "enterprise"}, "bt0852": {"id": "bt0852", "status": "active", "tier": "premium"}}}, "instruction": "Archive account at0852 by closing it with reason compliance.", "seed": 42852, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0852.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0852.closed_reason", "value": "compliance"}], "task_id": "train_crud_0852", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0853", "text": "billing incident 3 root cause and mitigation timeline", "title": "Billing Incident Brief 853"}, {"id": "xt0853", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 853"}]}, "instruction": "Search docs for 'billing incident 3' and inspect top results.", "seed": 42853, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0853", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1631}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_0.txt": "seed 854"}}, "instruction": "Create file /notes/status_train_854.log with content 'entry-train-854-939'.", "seed": 42854, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_train_854.log"}, {"key": "/notes/status_train_854.log", "op": "map_value_equals", "path": "files", "value": "entry-train-854-939"}], "task_id": "train_files_0854", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 42855, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0855", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0856": {"id": "at0856", "status": "active", "tier": "enterprise"}, "bt0856": {"id": "bt0856", "status": "active", "tier": "plus"}}}, "instruction": "Update account at0856 so tier is premium.", "seed": 42856, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0856.tier", "value": "premium"}], "task_id": "train_crud_0856", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0857", "text": "latency incident 7 root cause and mitigation timeline", "title": "Latency Incident Brief 857"}, {"id": "xt0857", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 857"}]}, "instruction": "Run document search with query 'latency incident 7'.", "seed": 42857, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0857", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_4.txt": "seed 858"}}, "instruction": "Write 'entry-train-858-378' to /exports/runbook_train_858.md.", "seed": 42858, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_858.md"}, {"key": "/exports/runbook_train_858.md", "op": "map_value_equals", "path": "files", "value": "entry-train-858-378"}], "task_id": "train_files_0858", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 42859, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0859", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1637}}}], "gold_summary": null, "initial_state": {"accounts": {"at0860": {"id": "at0860", "status": "active", "tier": "basic"}, "bt0860": {"id": "bt0860", "status": "active", "tier": "basic"}}}, "instruction": "Create a new account with id nt0860.", "seed": 42860, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0860"}, {"op": "equals", "path": "accounts.nt0860.status", "value": "active"}], "task_id": "train_crud_0860", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0861", "text": "compliance incident 11 root cause and mitigation timeline", "title": "Compliance Incident Brief 861"}, {"id": "xt0861", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 861"}]}, "instruction": "Run document search with query 'compliance incident 11'.", "seed": 42861, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0861", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_1.txt": "seed 862"}}, "instruction": "Write 'entry-train-862-466' to /snapshots/summary_train_862.log.", "seed": 42862, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/summary_train_862.log"}, {"key": "/snapshots/summary_train_862.log", "op": "map_value_equals", "path": "files", "value": "entry-train-862-466"}], "task_id": "train_files_0862", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 42863, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0863", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0864": {"id": "at0864", "status": "active", "tier": "basic"}, "bt0864": {"id": "bt0864", "status": "active", "tier": "premium"}}}, "instruction": "Close account at0864 and mark the reason as user_request.", "seed": 42864, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0864.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0864.closed_reason", "value": "user_request"}], "task_id": "train_crud_0864", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0865", "text": "latency incident 15 root cause and mitigation timeline", "title": "Latency Incident Brief 865"}, {"id": "xt0865", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 865"}]}, "instruction": "Search docs for 'latency incident 15' and inspect top results.", "seed": 42865, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0865", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1643}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_5.txt": "seed 866"}}, "instruction": "Write 'entry-train-866-625' to /drafts/runbook_train_866.md.", "seed": 42866, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_train_866.md"}, {"key": "/drafts/runbook_train_866.md", "op": "map_value_equals", "path": "files", "value": "entry-train-866-625"}], "task_id": "train_files_0866", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 42867, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0867", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0868": {"id": "at0868", "status": "active", "tier": "enterprise"}, "bt0868": {"id": "bt0868", "status": "active", "tier": "plus"}}}, "instruction": "Update account at0868 so tier is plus.", "seed": 42868, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0868.tier", "value": "plus"}], "task_id": "train_crud_0868", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0869", "text": "billing incident 2 root cause and mitigation timeline", "title": "Billing Incident Brief 869"}, {"id": "xt0869", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 869"}]}, "instruction": "Search docs for 'billing incident 2' and inspect top results.", "seed": 42869, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0869", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_2.txt": "seed 870"}}, "instruction": "Write 'entry-train-870-233' to /reports/summary_train_870.txt.", "seed": 42870, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_870.txt"}, {"key": "/reports/summary_train_870.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-870-233"}], "task_id": "train_files_0870", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 42871, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0871", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1649}}}], "gold_summary": null, "initial_state": {"accounts": {"at0872": {"id": "at0872", "status": "active", "tier": "premium"}, "bt0872": {"id": "bt0872", "status": "active", "tier": "basic"}}}, "instruction": "Create a new account with id nt0872.", "seed": 42872, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0872"}, {"op": "equals", "path": "accounts.nt0872.status", "value": "active"}], "task_id": "train_crud_0872", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0873", "text": "security incident 6 root cause and mitigation timeline", "title": "Security Incident Brief 873"}, {"id": "xt0873", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 873"}]}, "instruction": "Search docs for 'security incident 6' and inspect top results.", "seed": 42873, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0873", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_6.txt": "seed 874"}}, "instruction": "Create file /reports/runbook_train_874.txt with content 'entry-train-874-143'.", "seed": 42874, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_874.txt"}, {"key": "/reports/runbook_train_874.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-874-143"}], "task_id": "train_files_0874", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 42875, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0875", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0876": {"id": "at0876", "status": "active", "tier": "enterprise"}, "bt0876": {"id": "bt0876", "status": "active", "tier": "basic"}}}, "instruction": "Archive account at0876 by closing it with reason compliance.", "seed": 42876, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0876.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0876.closed_reason", "value": "compliance"}], "task_id": "train_crud_0876", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0877", "text": "compliance incident 10 root cause and mitigation timeline", "title": "Compliance Incident Brief 877"}, {"id": "xt0877", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 877"}]}, "instruction": "Run document search with query 'compliance incident 10'.", "seed": 42877, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0877", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1655}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_3.txt": "seed 878"}}, "instruction": "Create file /drafts/status_train_878.md with content 'entry-train-878-386'.", "seed": 42878, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/status_train_878.md"}, {"key": "/drafts/status_train_878.md", "op": "map_value_equals", "path": "files", "value": "entry-train-878-386"}], "task_id": "train_files_0878", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 42879, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0879", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0880": {"id": "at0880", "status": "active", "tier": "plus"}, "bt0880": {"id": "bt0880", "status": "active", "tier": "premium"}}}, "instruction": "Set the subscription tier for at0880 to enterprise.", "seed": 42880, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0880.tier", "value": "enterprise"}], "task_id": "train_crud_0880", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0881", "text": "onboarding incident 14 root cause and mitigation timeline", "title": "Onboarding Incident Brief 881"}, {"id": "xt0881", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 881"}]}, "instruction": "Search docs for 'onboarding incident 14' and inspect top results.", "seed": 42881, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0881", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_0.txt": "seed 882"}}, "instruction": "Create file /reports/runbook_train_882.md with content 'entry-train-882-240'.", "seed": 42882, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_882.md"}, {"key": "/reports/runbook_train_882.md", "op": "map_value_equals", "path": "files", "value": "entry-train-882-240"}], "task_id": "train_files_0882", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 42883, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0883", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1661}}}], "gold_summary": null, "initial_state": {"accounts": {"at0884": {"id": "at0884", "status": "active", "tier": "basic"}, "bt0884": {"id": "bt0884", "status": "active", "tier": "premium"}}}, "instruction": "Register account nt0884 with active status.", "seed": 42884, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0884"}, {"op": "equals", "path": "accounts.nt0884.status", "value": "active"}], "task_id": "train_crud_0884", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0885", "text": "onboarding incident 1 root cause and mitigation timeline", "title": "Onboarding Incident Brief 885"}, {"id": "xt0885", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 885"}]}, "instruction": "Run document search with query 'onboarding incident 1'.", "seed": 42885, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0885", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_4.txt": "seed 886"}}, "instruction": "Create file /notes/delta_train_886.md with content 'entry-train-886-497'.", "seed": 42886, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_train_886.md"}, {"key": "/notes/delta_train_886.md", "op": "map_value_equals", "path": "files", "value": "entry-train-886-497"}], "task_id": "train_files_0886", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 42887, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0887", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0888": {"id": "at0888", "status": "active", "tier": "basic"}, "bt0888": {"id": "bt0888", "status": "active", "tier": "basic"}}}, "instruction": "Archive account at0888 by closing it with reason compliance.", "seed": 42888, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0888.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0888.closed_reason", "value": "compliance"}], "task_id": "train_crud_0888", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0889", "text": "latency incident 5 root cause and mitigation timeline", "title": "Latency Incident Brief 889"}, {"id": "xt0889", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 889"}]}, "instruction": "Search docs for 'latency incident 5' and inspect top results.", "seed": 42889, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0889", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1667}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_1.txt": "seed 890"}}, "instruction": "Write 'entry-train-890-772' to /drafts/summary_train_890.txt.", "seed": 42890, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_890.txt"}, {"key": "/drafts/summary_train_890.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-890-772"}], "task_id": "train_files_0890", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 42891, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0891", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0892": {"id": "at0892", "status": "active", "tier": "enterprise"}, "bt0892": {"id": "bt0892", "status": "active", "tier": "plus"}}}, "instruction": "Update account at0892 so tier is plus.", "seed": 42892, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0892.tier", "value": "plus"}], "task_id": "train_crud_0892", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0893", "text": "onboarding incident 9 root cause and mitigation timeline", "title": "Onboarding Incident Brief 893"}, {"id": "xt0893", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 893"}]}, "instruction": "Find relevant docs for 'onboarding incident 9'.", "seed": 42893, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0893", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_5.txt": "seed 894"}}, "instruction": "Store the text 'entry-train-894-820' at /exports/delta_train_894.txt.", "seed": 42894, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_train_894.txt"}, {"key": "/exports/delta_train_894.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-894-820"}], "task_id": "train_files_0894", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 42895, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0895", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1673}}}], "gold_summary": null, "initial_state": {"accounts": {"at0896": {"id": "at0896", "status": "active", "tier": "plus"}, "bt0896": {"id": "bt0896", "status": "active", "tier": "premium"}}}, "instruction": "Create a new account with id nt0896.", "seed": 42896, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0896"}, {"op": "equals", "path": "accounts.nt0896.status", "value": "active"}], "task_id": "train_crud_0896", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0897", "text": "compliance incident 13 root cause and mitigation timeline", "title": "Compliance Incident Brief 897"}, {"id": "xt0897", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 897"}]}, "instruction": "Search docs for 'compliance incident 13' and inspect top results.", "seed": 42897, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0897", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_2.txt": "seed 898"}}, "instruction": "Write 'entry-train-898-324' to /reports/status_train_898.log.", "seed": 42898, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/status_train_898.log"}, {"key": "/reports/status_train_898.log", "op": "map_value_equals", "path": "files", "value": "entry-train-898-324"}], "task_id": "train_files_0898", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 42899, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0899", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0900": {"id": "at0900", "status": "active", "tier": "plus"}, "bt0900": {"id": "bt0900", "status": "active", "tier": "plus"}}}, "instruction": "Close account at0900 and mark the reason as duplicate_account.", "seed": 42900, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0900.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0900.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_0900", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0901", "text": "billing incident 0 root cause and mitigation timeline", "title": "Billing Incident Brief 901"}, {"id": "xt0901", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 901"}]}, "instruction": "Find relevant docs for 'billing incident 0'.", "seed": 42901, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0901", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1679}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_6.txt": "seed 902"}}, "instruction": "Create file /drafts/summary_train_902.log with content 'entry-train-902-981'.", "seed": 42902, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_902.log"}, {"key": "/drafts/summary_train_902.log", "op": "map_value_equals", "path": "files", "value": "entry-train-902-981"}], "task_id": "train_files_0902", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 42903, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0903", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0904": {"id": "at0904", "status": "active", "tier": "basic"}, "bt0904": {"id": "bt0904", "status": "active", "tier": "premium"}}}, "instruction": "Set the subscription tier for at0904 to premium.", "seed": 42904, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0904.tier", "value": "premium"}], "task_id": "train_crud_0904", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0905", "text": "security incident 4 root cause and mitigation timeline", "title": "Security Incident Brief 905"}, {"id": "xt0905", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 905"}]}, "instruction": "Find relevant docs for 'security incident 4'.", "seed": 42905, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0905", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_3.txt": "seed 906"}}, "instruction": "Store the text 'entry-train-906-824' at /snapshots/runbook_train_906.txt.", "seed": 42906, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/runbook_train_906.txt"}, {"key": "/snapshots/runbook_train_906.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-906-824"}], "task_id": "train_files_0906", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 42907, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0907", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1685}}}], "gold_summary": null, "initial_state": {"accounts": {"at0908": {"id": "at0908", "status": "active", "tier": "plus"}, "bt0908": {"id": "bt0908", "status": "active", "tier": "premium"}}}, "instruction": "Add customer account nt0908.", "seed": 42908, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0908"}, {"op": "equals", "path": "accounts.nt0908.status", "value": "active"}], "task_id": "train_crud_0908", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0909", "text": "retention incident 8 root cause and mitigation timeline", "title": "Retention Incident Brief 909"}, {"id": "xt0909", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 909"}]}, "instruction": "Search docs for 'retention incident 8' and inspect top results.", "seed": 42909, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0909", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1703}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_2.txt": "seed 926"}}, "instruction": "Create file /notes/rollup_train_926.log with content 'entry-train-926-131'.", "seed": 42926, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_926.log"}, {"key": "/notes/rollup_train_926.log", "op": "map_value_equals", "path": "files", "value": "entry-train-926-131"}], "task_id": "train_files_0926", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 934"}}, "instruction": "Write 'entry-train-934-304' to /exports/delta_train_934.md.", "seed": 42934, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_train_934.md"}, {"key": "/exports/delta_train_934.md", "op": "map_value_equals", "path": "files", "value": "entry-train-934-304"}], "task_id": "train_files_0934", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0936": {"id": "at0936", "status": "active", "tier": "enterprise"}, "bt0936": {"id": "bt0936", "status": "active", "tier": "premium"}}}, "instruction": "Deactivate user account at0936; use reason compliance.", "seed": 42936, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0936.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0936.closed_reason", "value": "compliance"}], "task_id": "train_crud_0936", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0937", "text": "compliance incident 2 root cause and mitigation timeline", "title": "Compliance Incident Brief 937"}, {"id": "xt0937", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 937"}]}, "instruction": "Search docs for 'compliance incident 2' and inspect top results.", "seed": 42937, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0937", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1715}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_0.txt": "seed 938"}}, "instruction": "Create file /notes/rollup_train_938.txt with content 'entry-train-938-479'.", "seed": 42938, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_938.txt"}, {"key": "/notes/rollup_train_938.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-938-479"}], "task_id": "train_files_0938", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 42939, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0939", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0940": {"id": "at0940", "status": "active", "tier": "premium"}, "bt0940": {"id": "bt0940", "status": "active", "tier": "enterprise"}}}, "instruction": "Set the subscription tier for at0940 to plus.", "seed": 42940, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0940.tier", "value": "plus"}], "task_id": "train_crud_0940", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0941", "text": "latency incident 6 root cause and mitigation timeline", "title": "Latency Incident Brief 941"}, {"id": "xt0941", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 941"}]}, "instruction": "Search docs for 'latency incident 6' and inspect top results.", "seed": 42941, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0941", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_4.txt": "seed 942"}}, "instruction": "Create file /drafts/summary_train_942.txt with content 'entry-train-942-784'.", "seed": 42942, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_942.txt"}, {"key": "/drafts/summary_train_942.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-942-784"}], "task_id": "train_files_0942", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 42943, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0943", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1721}}}], "gold_summary": null, "initial_state": {"accounts": {"at0944": {"id": "at0944", "status": "active", "tier": "basic"}, "bt0944": {"id": "bt0944", "status": "active", "tier": "enterprise"}}}, "instruction": "Add customer account nt0944.", "seed": 42944, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0944"}, {"op": "equals", "path": "accounts.nt0944.status", "value": "active"}], "task_id": "train_crud_0944", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0945", "text": "retention incident 10 root cause and mitigation timeline", "title": "Retention Incident Brief 945"}, {"id": "xt0945", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 945"}]}, "instruction": "Find relevant docs for 'retention incident 10'.", "seed": 42945, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0945", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_1.txt": "seed 946"}}, "instruction": "Create file /drafts/rollup_train_946.md with content 'entry-train-946-180'.", "seed": 42946, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_946.md"}, {"key": "/drafts/rollup_train_946.md", "op": "map_value_equals", "path": "files", "value": "entry-train-946-180"}], "task_id": "train_files_0946", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 42947, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0947", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0948": {"id": "at0948", "status": "active", "tier": "plus"}, "bt0948": {"id": "bt0948", "status": "active", "tier": "enterprise"}}}, "instruction": "Close account at0948 and mark the reason as risk_review.", "seed": 42948, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0948.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0948.closed_reason", "value": "risk_review"}], "task_id": "train_crud_0948", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0949", "text": "security incident 14 root cause and mitigation timeline", "title": "Security Incident Brief 949"}, {"id": "xt0949", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 949"}]}, "instruction": "Search docs for 'security incident 14' and inspect top results.", "seed": 42949, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0949", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1727}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_5.txt": "seed 950"}}, "instruction": "Create file /reports/rollup_train_950.txt with content 'entry-train-950-799'.", "seed": 42950, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_950.txt"}, {"key": "/reports/rollup_train_950.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-950-799"}], "task_id": "train_files_0950", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 42951, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0951", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0952": {"id": "at0952", "status": "active", "tier": "premium"}, "bt0952": {"id": "bt0952", "status": "active", "tier": "basic"}}}, "instruction": "Update account at0952 so tier is enterprise.", "seed": 42952, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0952.tier", "value": "enterprise"}], "task_id": "train_crud_0952", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0953", "text": "onboarding incident 1 root cause and mitigation timeline", "title": "Onboarding Incident Brief 953"}, {"id": "xt0953", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 953"}]}, "instruction": "Find relevant docs for 'onboarding incident 1'.", "seed": 42953, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0953", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_2.txt": "seed 954"}}, "instruction": "Write 'entry-train-954-569' to /exports/runbook_train_954.log.", "seed": 42954, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_954.log"}, {"key": "/exports/runbook_train_954.log", "op": "map_value_equals", "path": "files", "value": "entry-train-954-569"}], "task_id": "train_files_0954", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 42955, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0955", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1733}}}], "gold_summary": null, "initial_state": {"accounts": {"at0956": {"id": "at0956", "status": "active", "tier": "basic"}, "bt0956": {"id": "bt0956", "status": "active", "tier": "plus"}}}, "instruction": "Create a new account with id nt0956.", "seed": 42956, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0956"}, {"op": "equals", "path": "accounts.nt0956.status", "value": "active"}], "task_id": "train_crud_0956", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0957", "text": "onboarding incident 5 root cause and mitigation timeline", "title": "Onboarding Incident Brief 957"}, {"id": "xt0957", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 957"}]}, "instruction": "Find relevant docs for 'onboarding incident 5'.", "seed": 42957, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0957", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_6.txt": "seed 958"}}, "instruction": "Write 'entry-train-958-898' to /reports/summary_train_958.log.", "seed": 42958, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_958.log"}, {"key": "/reports/summary_train_958.log", "op": "map_value_equals", "path": "files", "value": "entry-train-958-898"}], "task_id": "train_files_0958", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 42959, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0959", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0960": {"id": "at0960", "status": "active", "tier": "enterprise"}, "bt0960": {"id": "bt0960", "status": "active", "tier": "enterprise"}}}, "instruction": "Close account at0960 and mark the reason as compliance.", "seed": 42960, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0960.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0960.closed_reason", "value": "compliance"}], "task_id": "train_crud_0960", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0961", "text": "security incident 9 root cause and mitigation timeline", "title": "Security Incident Brief 961"}, {"id": "xt0961", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 961"}]}, "instruction": "Run document search with query 'security incident 9'.", "seed": 42961, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0961", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1739}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_3.txt": "seed 962"}}, "instruction": "Store the text 'entry-train-962-797' at /drafts/delta_train_962.log.", "seed": 42962, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_train_962.log"}, {"key": "/drafts/delta_train_962.log", "op": "map_value_equals", "path": "files", "value": "entry-train-962-797"}], "task_id": "train_files_0962", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 42963, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0963", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0964": {"id": "at0964", "status": "active", "tier": "plus"}, "bt0964": {"id": "bt0964", "status": "active", "tier": "enterprise"}}}, "instruction": "Set the subscription tier for at0964 to basic.", "seed": 42964, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0964.tier", "value": "basic"}], "task_id": "train_crud_0964", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0965", "text": "billing incident 13 root cause and mitigation timeline", "title": "Billing Incident Brief 965"}, {"id": "xt0965", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 965"}]}, "instruction": "Run document search with query 'billing incident 13'.", "seed": 42965, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0965", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_0.txt": "seed 966"}}, "instruction": "Store the text 'entry-train-966-978' at /exports/runbook_train_966.md.", "seed": 42966, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_966.md"}, {"key": "/exports/runbook_train_966.md", "op": "map_value_equals", "path": "files", "value": "entry-train-966-978"}], "task_id": "train_files_0966", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1745}}}], "gold_summary": null, "initial_state": {"accounts": {"at0968": {"id": "at0968", "status": "active", "tier": "enterprise"}, "bt0968": {"id": "bt0968", "status": "active", "tier": "premium"}}}, "instruction": "Add customer account nt0968.", "seed": 42968, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0968"}, {"op": "equals", "path": "accounts.nt0968.status", "value": "active"}], "task_id": "train_crud_0968", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0969", "text": "compliance incident 0 root cause and mitigation timeline", "title": "Compliance Incident Brief 969"}, {"id": "xt0969", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 969"}]}, "instruction": "Find relevant docs for 'compliance incident 0'.", "seed": 42969, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0969", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_4.txt": "seed 970"}}, "instruction": "Create file /reports/status_train_970.md with content 'entry-train-970-316'.", "seed": 42970, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/status_train_970.md"}, {"key": "/reports/status_train_970.md", "op": "map_value_equals", "path": "files", "value": "entry-train-970-316"}], "task_id": "train_files_0970", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 42971, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0971", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0972": {"id": "at0972", "status": "active", "tier": "plus"}, "bt0972": {"id": "bt0972", "status": "active", "tier": "premium"}}}, "instruction": "Close account at0972 and mark the reason as compliance.", "seed": 42972, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0972.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0972.closed_reason", "value": "compliance"}], "task_id": "train_crud_0972", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0973", "text": "onboarding incident 4 root cause and mitigation timeline", "title": "Onboarding Incident Brief 973"}, {"id": "xt0973", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 973"}]}, "instruction": "Search docs for 'onboarding incident 4' and inspect top results.", "seed": 42973, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0973", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1751}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_1.txt": "seed 974"}}, "instruction": "Write 'entry-train-974-957' to /drafts/status_train_974.txt.", "seed": 42974, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/status_train_974.txt"}, {"key": "/drafts/status_train_974.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-974-957"}], "task_id": "train_files_0974", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 42975, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0975", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0976": {"id": "at0976", "status": "active", "tier": "premium"}, "bt0976": {"id": "bt0976", "status": "active", "tier": "plus"}}}, "instruction": "Set the subscription tier for at0976 to enterprise.", "seed": 42976, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0976.tier", "value": "enterprise"}], "task_id": "train_crud_0976", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0977", "text": "compliance incident 8 root cause and mitigation timeline", "title": "Compliance Incident Brief 977"}, {"id": "xt0977", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 977"}]}, "instruction": "Run document search with query 'compliance incident 8'.", "seed": 42977, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0977", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_5.txt": "seed 978"}}, "instruction": "Create file /reports/summary_train_978.txt with content 'entry-train-978-481'.", "seed": 42978, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_978.txt"}, {"key": "/reports/summary_train_978.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-978-481"}], "task_id": "train_files_0978", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 42979, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0979", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1757}}}], "gold_summary": null, "initial_state": {"accounts": {"at0980": {"id": "at0980", "status": "active", "tier": "premium"}, "bt0980": {"id": "bt0980", "status": "active", "tier": "plus"}}}, "instruction": "Register account nt0980 with active status.", "seed": 42980, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0980"}, {"op": "equals", "path": "accounts.nt0980.status", "value": "active"}], "task_id": "train_crud_0980", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0981", "text": "retention incident 12 root cause and mitigation timeline", "title": "Retention Incident Brief 981"}, {"id": "xt0981", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 981"}]}, "instruction": "Run document search with query 'retention incident 12'.", "seed": 42981, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0981", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_2.txt": "seed 982"}}, "instruction": "Store the text 'entry-train-982-266' at /reports/rollup_train_982.txt.", "seed": 42982, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_982.txt"}, {"key": "/reports/rollup_train_982.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-982-266"}], "task_id": "train_files_0982", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 42983, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0983", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0984": {"id": "at0984", "status": "active", "tier": "enterprise"}, "bt0984": {"id": "bt0984", "status": "active", "tier": "basic"}}}, "instruction": "Deactivate user account at0984; use reason user_request.", "seed": 42984, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0984.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0984.closed_reason", "value": "user_request"}], "task_id": "train_crud_0984", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0985", "text": "security incident 16 root cause and mitigation timeline", "title": "Security Incident Brief 985"}, {"id": "xt0985", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 985"}]}, "instruction": "Find relevant docs for 'security incident 16'.", "seed": 42985, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0985", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1763}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_6.txt": "seed 986"}}, "instruction": "Create file /reports/status_train_986.md with content 'entry-train-986-722'.", "seed": 42986, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/status_train_986.md"}, {"key": "/reports/status_train_986.md", "op": "map_value_equals", "path": "files", "value": "entry-train-986-722"}], "task_id": "train_files_0986", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 42987, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0987", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at0988": {"id": "at0988", "status": "active", "tier": "enterprise"}, "bt0988": {"id": "bt0988", "status": "active", "tier": "plus"}}}, "instruction": "Set the subscription tier for at0988 to plus.", "seed": 42988, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0988.tier", "value": "plus"}], "task_id": "train_crud_0988", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0989", "text": "retention incident 3 root cause and mitigation timeline", "title": "Retention Incident Brief 989"}, {"id": "xt0989", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 989"}]}, "instruction": "Find relevant docs for 'retention incident 3'.", "seed": 42989, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0989", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_3.txt": "seed 990"}}, "instruction": "Store the text 'entry-train-990-107' at /snapshots/delta_train_990.txt.", "seed": 42990, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/delta_train_990.txt"}, {"key": "/snapshots/delta_train_990.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-990-107"}], "task_id": "train_files_0990", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 42991, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0991", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1769}}}], "gold_summary": null, "initial_state": {"accounts": {"at0992": {"id": "at0992", "status": "active", "tier": "premium"}, "bt0992": {"id": "bt0992", "status": "active", "tier": "basic"}}}, "instruction": "Register account nt0992 with active status.", "seed": 42992, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt0992"}, {"op": "equals", "path": "accounts.nt0992.status", "value": "active"}], "task_id": "train_crud_0992", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt0993", "text": "billing incident 7 root cause and mitigation timeline", "title": "Billing Incident Brief 993"}, {"id": "xt0993", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 993"}]}, "instruction": "Run document search with query 'billing incident 7'.", "seed": 42993, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_0993", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_0.txt": "seed 994"}}, "instruction": "Store the text 'entry-train-994-771' at /exports/runbook_train_994.md.", "seed": 42994, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_994.md"}, {"key": "/exports/runbook_train_994.md", "op": "map_value_equals", "path": "files", "value": "entry-train-994-771"}], "task_id": "train_files_0994", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 42995, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_0995", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at0996": {"id": "at0996", "status": "active", "tier": "basic"}, "bt0996": {"id": "bt0996", "status": "active", "tier": "enterprise"}}}, "instruction": "Archive account at0996 by closing it with reason duplicate_account.", "seed": 42996, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at0996.status", "value": "closed"}, {"op": "equals", "path": "accounts.at0996.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_0996", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1000": {"id": "at1000", "status": "active", "tier": "plus"}, "bt1000": {"id": "bt1000", "status": "active", "tier": "plus"}}}, "instruction": "Patch account at1000 with tier=premium.", "seed": 43000, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1000.tier", "value": "premium"}], "task_id": "train_crud_1000", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1020": {"id": "at1020", "status": "active", "tier": "enterprise"}, "bt1020": {"id": "bt1020", "status": "active", "tier": "enterprise"}}}, "instruction": "Close account at1020 and mark the reason as user_request.", "seed": 43020, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1020.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1020.closed_reason", "value": "user_request"}], "task_id": "train_crud_1020", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1021", "text": "onboarding incident 1 root cause and mitigation timeline", "title": "Onboarding Incident Brief 1021"}, {"id": "xt1021", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1021"}]}, "instruction": "Find relevant docs for 'onboarding incident 1'.", "seed": 43021, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1021", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1799}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_0.txt": "seed 1022"}}, "instruction": "Store the text 'entry-train-1022-875' at /exports/summary_train_1022.md.", "seed": 43022, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_1022.md"}, {"key": "/exports/summary_train_1022.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1022-875"}], "task_id": "train_files_1022", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 43023, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1023", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1024": {"id": "at1024", "status": "active", "tier": "plus"}, "bt1024": {"id": "bt1024", "status": "active", "tier": "premium"}}}, "instruction": "Set the subscription tier for at1024 to basic.", "seed": 43024, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1024.tier", "value": "basic"}], "task_id": "train_crud_1024", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1025", "text": "billing incident 5 root cause and mitigation timeline", "title": "Billing Incident Brief 1025"}, {"id": "xt1025", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1025"}]}, "instruction": "Find relevant docs for 'billing incident 5'.", "seed": 43025, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1025", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_4.txt": "seed 1026"}}, "instruction": "Write 'entry-train-1026-166' to /notes/runbook_train_1026.txt.", "seed": 43026, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_1026.txt"}, {"key": "/notes/runbook_train_1026.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1026-166"}], "task_id": "train_files_1026", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 43027, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1027", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1805}}}], "gold_summary": null, "initial_state": {"accounts": {"at1028": {"id": "at1028", "status": "active", "tier": "premium"}, "bt1028": {"id": "bt1028", "status": "active", "tier": "plus"}}}, "instruction": "Register account nt1028 with active status.", "seed": 43028, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1028"}, {"op": "equals", "path": "accounts.nt1028.status", "value": "active"}], "task_id": "train_crud_1028", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1029", "text": "compliance incident 9 root cause and mitigation timeline", "title": "Compliance Incident Brief 1029"}, {"id": "xt1029", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1029"}]}, "instruction": "Search docs for 'compliance incident 9' and inspect top results.", "seed": 43029, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1029", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_1.txt": "seed 1030"}}, "instruction": "Write 'entry-train-1030-333' to /drafts/rollup_train_1030.txt.", "seed": 43030, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_1030.txt"}, {"key": "/drafts/rollup_train_1030.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1030-333"}], "task_id": "train_files_1030", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 43031, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1031", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1032": {"id": "at1032", "status": "active", "tier": "plus"}, "bt1032": {"id": "bt1032", "status": "active", "tier": "premium"}}}, "instruction": "Deactivate user account at1032; use reason user_request.", "seed": 43032, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1032.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1032.closed_reason", "value": "user_request"}], "task_id": "train_crud_1032", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1033", "text": "retention incident 13 root cause and mitigation timeline", "title": "Retention Incident Brief 1033"}, {"id": "xt1033", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1033"}]}, "instruction": "Find relevant docs for 'retention incident 13'.", "seed": 43033, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1033", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1811}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_5.txt": "seed 1034"}}, "instruction": "Store the text 'entry-train-1034-149' at /notes/summary_train_1034.log.", "seed": 43034, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_1034.log"}, {"key": "/notes/summary_train_1034.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1034-149"}], "task_id": "train_files_1034", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 43035, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1035", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1036": {"id": "at1036", "status": "active", "tier": "basic"}, "bt1036": {"id": "bt1036", "status": "active", "tier": "enterprise"}}}, "instruction": "Set the subscription tier for at1036 to premium.", "seed": 43036, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1036.tier", "value": "premium"}], "task_id": "train_crud_1036", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1037", "text": "onboarding incident 0 root cause and mitigation timeline", "title": "Onboarding Incident Brief 1037"}, {"id": "xt1037", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1037"}]}, "instruction": "Run document search with query 'onboarding incident 0'.", "seed": 43037, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1037", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_2.txt": "seed 1038"}}, "instruction": "Store the text 'entry-train-1038-802' at /drafts/status_train_1038.log.", "seed": 43038, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/status_train_1038.log"}, {"key": "/drafts/status_train_1038.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1038-802"}], "task_id": "train_files_1038", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 43039, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1039", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1817}}}], "gold_summary": null, "initial_state": {"accounts": {"at1040": {"id": "at1040", "status": "active", "tier": "basic"}, "bt1040": {"id": "bt1040", "status": "active", "tier": "premium"}}}, "instruction": "Add customer account nt1040.", "seed": 43040, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1040"}, {"op": "equals", "path": "accounts.nt1040.status", "value": "active"}], "task_id": "train_crud_1040", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1041", "text": "onboarding incident 4 root cause and mitigation timeline", "title": "Onboarding Incident Brief 1041"}, {"id": "xt1041", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1041"}]}, "instruction": "Run document search with query 'onboarding incident 4'.", "seed": 43041, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1041", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_6.txt": "seed 1042"}}, "instruction": "Write 'entry-train-1042-732' to /reports/delta_train_1042.log.", "seed": 43042, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/delta_train_1042.log"}, {"key": "/reports/delta_train_1042.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1042-732"}], "task_id": "train_files_1042", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 43043, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1043", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1045", "text": "compliance incident 8 root cause and mitigation timeline", "title": "Compliance Incident Brief 1045"}, {"id": "xt1045", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1045"}]}, "instruction": "Search docs for 'compliance incident 8' and inspect top results.", "seed": 43045, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1045", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1823}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_3.txt": "seed 1046"}}, "instruction": "Store the text 'entry-train-1046-312' at /reports/delta_train_1046.md.", "seed": 43046, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/delta_train_1046.md"}, {"key": "/reports/delta_train_1046.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1046-312"}], "task_id": "train_files_1046", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1048": {"id": "at1048", "status": "active", "tier": "basic"}, "bt1048": {"id": "bt1048", "status": "active", "tier": "basic"}}}, "instruction": "Update account at1048 so tier is enterprise.", "seed": 43048, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1048.tier", "value": "enterprise"}], "task_id": "train_crud_1048", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1049", "text": "security incident 12 root cause and mitigation timeline", "title": "Security Incident Brief 1049"}, {"id": "xt1049", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1049"}]}, "instruction": "Find relevant docs for 'security incident 12'.", "seed": 43049, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1049", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 43055, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1055", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1056": {"id": "at1056", "status": "active", "tier": "premium"}, "bt1056": {"id": "bt1056", "status": "active", "tier": "premium"}}}, "instruction": "Deactivate user account at1056; use reason user_request.", "seed": 43056, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1056.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1056.closed_reason", "value": "user_request"}], "task_id": "train_crud_1056", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1057", "text": "latency incident 3 root cause and mitigation timeline", "title": "Latency Incident Brief 1057"}, {"id": "xt1057", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1057"}]}, "instruction": "Search docs for 'latency incident 3' and inspect top results.", "seed": 43057, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1057", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1835}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_1.txt": "seed 1058"}}, "instruction": "Create file /snapshots/rollup_train_1058.md with content 'entry-train-1058-378'.", "seed": 43058, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_1058.md"}, {"key": "/snapshots/rollup_train_1058.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1058-378"}], "task_id": "train_files_1058", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 43059, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1059", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1060": {"id": "at1060", "status": "active", "tier": "plus"}, "bt1060": {"id": "bt1060", "status": "active", "tier": "basic"}}}, "instruction": "Update account at1060 so tier is enterprise.", "seed": 43060, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1060.tier", "value": "enterprise"}], "task_id": "train_crud_1060", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1061", "text": "compliance incident 7 root cause and mitigation timeline", "title": "Compliance Incident Brief 1061"}, {"id": "xt1061", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1061"}]}, "instruction": "Run document search with query 'compliance incident 7'.", "seed": 43061, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1061", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_5.txt": "seed 1062"}}, "instruction": "Create file /notes/rollup_train_1062.txt with content 'entry-train-1062-725'.", "seed": 43062, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_1062.txt"}, {"key": "/notes/rollup_train_1062.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1062-725"}], "task_id": "train_files_1062", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 43063, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1063", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1841}}}], "gold_summary": null, "initial_state": {"accounts": {"at1064": {"id": "at1064", "status": "active", "tier": "plus"}, "bt1064": {"id": "bt1064", "status": "active", "tier": "enterprise"}}}, "instruction": "Create a new account with id nt1064.", "seed": 43064, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1064"}, {"op": "equals", "path": "accounts.nt1064.status", "value": "active"}], "task_id": "train_crud_1064", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1065", "text": "compliance incident 11 root cause and mitigation timeline", "title": "Compliance Incident Brief 1065"}, {"id": "xt1065", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1065"}]}, "instruction": "Search docs for 'compliance incident 11' and inspect top results.", "seed": 43065, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1065", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_2.txt": "seed 1066"}}, "instruction": "Write 'entry-train-1066-421' to /reports/runbook_train_1066.log.", "seed": 43066, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_1066.log"}, {"key": "/reports/runbook_train_1066.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1066-421"}], "task_id": "train_files_1066", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 43067, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1067", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1068": {"id": "at1068", "status": "active", "tier": "basic"}, "bt1068": {"id": "bt1068", "status": "active", "tier": "plus"}}}, "instruction": "Deactivate user account at1068; use reason compliance.", "seed": 43068, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1068.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1068.closed_reason", "value": "compliance"}], "task_id": "train_crud_1068", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1069", "text": "retention incident 15 root cause and mitigation timeline", "title": "Retention Incident Brief 1069"}, {"id": "xt1069", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1069"}]}, "instruction": "Search docs for 'retention incident 15' and inspect top results.", "seed": 43069, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1069", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1847}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_6.txt": "seed 1070"}}, "instruction": "Store the text 'entry-train-1070-111' at /notes/delta_train_1070.txt.", "seed": 43070, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_train_1070.txt"}, {"key": "/notes/delta_train_1070.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1070-111"}], "task_id": "train_files_1070", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 43071, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1071", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1072": {"id": "at1072", "status": "active", "tier": "plus"}, "bt1072": {"id": "bt1072", "status": "active", "tier": "enterprise"}}}, "instruction": "Set the subscription tier for at1072 to basic.", "seed": 43072, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1072.tier", "value": "basic"}], "task_id": "train_crud_1072", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1073", "text": "latency incident 2 root cause and mitigation timeline", "title": "Latency Incident Brief 1073"}, {"id": "xt1073", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1073"}]}, "instruction": "Search docs for 'latency incident 2' and inspect top results.", "seed": 43073, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1073", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_3.txt": "seed 1074"}}, "instruction": "Create file /notes/status_train_1074.log with content 'entry-train-1074-758'.", "seed": 43074, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_train_1074.log"}, {"key": "/notes/status_train_1074.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1074-758"}], "task_id": "train_files_1074", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 43075, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1075", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1853}}}], "gold_summary": null, "initial_state": {"accounts": {"at1076": {"id": "at1076", "status": "active", "tier": "enterprise"}, "bt1076": {"id": "bt1076", "status": "active", "tier": "enterprise"}}}, "instruction": "Create a new account with id nt1076.", "seed": 43076, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1076"}, {"op": "equals", "path": "accounts.nt1076.status", "value": "active"}], "task_id": "train_crud_1076", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1077", "text": "compliance incident 6 root cause and mitigation timeline", "title": "Compliance Incident Brief 1077"}, {"id": "xt1077", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1077"}]}, "instruction": "Run document search with query 'compliance incident 6'.", "seed": 43077, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1077", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_0.txt": "seed 1078"}}, "instruction": "Write 'entry-train-1078-769' to /reports/rollup_train_1078.log.", "seed": 43078, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_1078.log"}, {"key": "/reports/rollup_train_1078.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1078-769"}], "task_id": "train_files_1078", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 43079, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1079", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1080": {"id": "at1080", "status": "active", "tier": "basic"}, "bt1080": {"id": "bt1080", "status": "active", "tier": "premium"}}}, "instruction": "Archive account at1080 by closing it with reason risk_review.", "seed": 43080, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1080.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1080.closed_reason", "value": "risk_review"}], "task_id": "train_crud_1080", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1081", "text": "retention incident 10 root cause and mitigation timeline", "title": "Retention Incident Brief 1081"}, {"id": "xt1081", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1081"}]}, "instruction": "Run document search with query 'retention incident 10'.", "seed": 43081, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1081", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1859}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_4.txt": "seed 1082"}}, "instruction": "Create file /exports/summary_train_1082.txt with content 'entry-train-1082-964'.", "seed": 43082, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_1082.txt"}, {"key": "/exports/summary_train_1082.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1082-964"}], "task_id": "train_files_1082", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 43083, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1083", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1084": {"id": "at1084", "status": "active", "tier": "enterprise"}, "bt1084": {"id": "bt1084", "status": "active", "tier": "premium"}}}, "instruction": "Patch account at1084 with tier=premium.", "seed": 43084, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1084.tier", "value": "premium"}], "task_id": "train_crud_1084", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1085", "text": "billing incident 14 root cause and mitigation timeline", "title": "Billing Incident Brief 1085"}, {"id": "xt1085", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1085"}]}, "instruction": "Find relevant docs for 'billing incident 14'.", "seed": 43085, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1085", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_1.txt": "seed 1086"}}, "instruction": "Store the text 'entry-train-1086-463' at /drafts/summary_train_1086.md.", "seed": 43086, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_1086.md"}, {"key": "/drafts/summary_train_1086.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1086-463"}], "task_id": "train_files_1086", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 43087, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1087", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1865}}}], "gold_summary": null, "initial_state": {"accounts": {"at1088": {"id": "at1088", "status": "active", "tier": "basic"}, "bt1088": {"id": "bt1088", "status": "active", "tier": "plus"}}}, "instruction": "Register account nt1088 with active status.", "seed": 43088, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1088"}, {"op": "equals", "path": "accounts.nt1088.status", "value": "active"}], "task_id": "train_crud_1088", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1089", "text": "security incident 1 root cause and mitigation timeline", "title": "Security Incident Brief 1089"}, {"id": "xt1089", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1089"}]}, "instruction": "Search docs for 'security incident 1' and inspect top results.", "seed": 43089, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1089", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_5.txt": "seed 1090"}}, "instruction": "Write 'entry-train-1090-292' to /exports/delta_train_1090.txt.", "seed": 43090, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_train_1090.txt"}, {"key": "/exports/delta_train_1090.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1090-292"}], "task_id": "train_files_1090", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 43091, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1091", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1092": {"id": "at1092", "status": "active", "tier": "premium"}, "bt1092": {"id": "bt1092", "status": "active", "tier": "enterprise"}}}, "instruction": "Archive account at1092 by closing it with reason user_request.", "seed": 43092, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1092.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1092.closed_reason", "value": "user_request"}], "task_id": "train_crud_1092", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1093", "text": "retention incident 5 root cause and mitigation timeline", "title": "Retention Incident Brief 1093"}, {"id": "xt1093", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1093"}]}, "instruction": "Search docs for 'retention incident 5' and inspect top results.", "seed": 43093, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1093", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1871}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_2.txt": "seed 1094"}}, "instruction": "Store the text 'entry-train-1094-703' at /snapshots/rollup_train_1094.log.", "seed": 43094, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_1094.log"}, {"key": "/snapshots/rollup_train_1094.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1094-703"}], "task_id": "train_files_1094", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 43095, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1095", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1096": {"id": "at1096", "status": "active", "tier": "basic"}, "bt1096": {"id": "bt1096", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at1096 with tier=enterprise.", "seed": 43096, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1096.tier", "value": "enterprise"}], "task_id": "train_crud_1096", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1097", "text": "onboarding incident 9 root cause and mitigation timeline", "title": "Onboarding Incident Brief 1097"}, {"id": "xt1097", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1097"}]}, "instruction": "Find relevant docs for 'onboarding incident 9'.", "seed": 43097, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1097", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_6.txt": "seed 1098"}}, "instruction": "Write 'entry-train-1098-934' to /notes/status_train_1098.log.", "seed": 43098, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_train_1098.log"}, {"key": "/notes/status_train_1098.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1098-934"}], "task_id": "train_files_1098", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 43099, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1099", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1877}}}], "gold_summary": null, "initial_state": {"accounts": {"at1100": {"id": "at1100", "status": "active", "tier": "premium"}, "bt1100": {"id": "bt1100", "status": "active", "tier": "enterprise"}}}, "instruction": "Register account nt1100 with active status.", "seed": 43100, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1100"}, {"op": "equals", "path": "accounts.nt1100.status", "value": "active"}], "task_id": "train_crud_1100", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1101", "text": "onboarding incident 13 root cause and mitigation timeline", "title": "Onboarding Incident Brief 1101"}, {"id": "xt1101", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1101"}]}, "instruction": "Run document search with query 'onboarding incident 13'.", "seed": 43101, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1101", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_3.txt": "seed 1102"}}, "instruction": "Write 'entry-train-1102-563' to /snapshots/runbook_train_1102.md.", "seed": 43102, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/runbook_train_1102.md"}, {"key": "/snapshots/runbook_train_1102.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1102-563"}], "task_id": "train_files_1102", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 43103, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1103", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1104": {"id": "at1104", "status": "active", "tier": "premium"}, "bt1104": {"id": "bt1104", "status": "active", "tier": "plus"}}}, "instruction": "Close account at1104 and mark the reason as risk_review.", "seed": 43104, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1104.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1104.closed_reason", "value": "risk_review"}], "task_id": "train_crud_1104", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1105", "text": "onboarding incident 0 root cause and mitigation timeline", "title": "Onboarding Incident Brief 1105"}, {"id": "xt1105", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1105"}]}, "instruction": "Find relevant docs for 'onboarding incident 0'.", "seed": 43105, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1105", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1883}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_0.txt": "seed 1106"}}, "instruction": "Write 'entry-train-1106-765' to /exports/status_train_1106.log.", "seed": 43106, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_1106.log"}, {"key": "/exports/status_train_1106.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1106-765"}], "task_id": "train_files_1106", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 43107, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1107", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1108": {"id": "at1108", "status": "active", "tier": "basic"}, "bt1108": {"id": "bt1108", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at1108 with tier=premium.", "seed": 43108, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1108.tier", "value": "premium"}], "task_id": "train_crud_1108", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1109", "text": "retention incident 4 root cause and mitigation timeline", "title": "Retention Incident Brief 1109"}, {"id": "xt1109", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1109"}]}, "instruction": "Run document search with query 'retention incident 4'.", "seed": 43109, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1109", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_4.txt": "seed 1110"}}, "instruction": "Write 'entry-train-1110-209' to /snapshots/summary_train_1110.log.", "seed": 43110, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/summary_train_1110.log"}, {"key": "/snapshots/summary_train_1110.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1110-209"}], "task_id": "train_files_1110", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 43111, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1111", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1889}}}], "gold_summary": null, "initial_state": {"accounts": {"at1112": {"id": "at1112", "status": "active", "tier": "basic"}, "bt1112": {"id": "bt1112", "status": "active", "tier": "premium"}}}, "instruction": "Create a new account with id nt1112.", "seed": 43112, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1112"}, {"op": "equals", "path": "accounts.nt1112.status", "value": "active"}], "task_id": "train_crud_1112", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1113", "text": "latency incident 8 root cause and mitigation timeline", "title": "Latency Incident Brief 1113"}, {"id": "xt1113", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1113"}]}, "instruction": "Search docs for 'latency incident 8' and inspect top results.", "seed": 43113, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1113", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_1.txt": "seed 1114"}}, "instruction": "Store the text 'entry-train-1114-871' at /reports/runbook_train_1114.txt.", "seed": 43114, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_1114.txt"}, {"key": "/reports/runbook_train_1114.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1114-871"}], "task_id": "train_files_1114", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 43115, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1115", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1116": {"id": "at1116", "status": "active", "tier": "plus"}, "bt1116": {"id": "bt1116", "status": "active", "tier": "enterprise"}}}, "instruction": "Archive account at1116 by closing it with reason risk_review.", "seed": 43116, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1116.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1116.closed_reason", "value": "risk_review"}], "task_id": "train_crud_1116", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1117", "text": "retention incident 12 root cause and mitigation timeline", "title": "Retention Incident Brief 1117"}, {"id": "xt1117", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1117"}]}, "instruction": "Find relevant docs for 'retention incident 12'.", "seed": 43117, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1117", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1895}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_5.txt": "seed 1118"}}, "instruction": "Store the text 'entry-train-1118-526' at /reports/rollup_train_1118.md.", "seed": 43118, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_1118.md"}, {"key": "/reports/rollup_train_1118.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1118-526"}], "task_id": "train_files_1118", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1120": {"id": "at1120", "status": "active", "tier": "premium"}, "bt1120": {"id": "bt1120", "status": "active", "tier": "enterprise"}}}, "instruction": "Update account at1120 so tier is basic.", "seed": 43120, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1120.tier", "value": "basic"}], "task_id": "train_crud_1120", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 43123, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1123", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1901}}}], "gold_summary": null, "initial_state": {"accounts": {"at1124": {"id": "at1124", "status": "active", "tier": "plus"}, "bt1124": {"id": "bt1124", "status": "active", "tier": "basic"}}}, "instruction": "Register account nt1124 with active status.", "seed": 43124, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1124"}, {"op": "equals", "path": "accounts.nt1124.status", "value": "active"}], "task_id": "train_crud_1124", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1125", "text": "billing incident 3 root cause and mitigation timeline", "title": "Billing Incident Brief 1125"}, {"id": "xt1125", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1125"}]}, "instruction": "Run document search with query 'billing incident 3'.", "seed": 43125, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1125", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_6.txt": "seed 1126"}}, "instruction": "Store the text 'entry-train-1126-264' at /notes/runbook_train_1126.txt.", "seed": 43126, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_1126.txt"}, {"key": "/notes/runbook_train_1126.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1126-264"}], "task_id": "train_files_1126", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 43127, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1127", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1128": {"id": "at1128", "status": "active", "tier": "plus"}, "bt1128": {"id": "bt1128", "status": "active", "tier": "plus"}}}, "instruction": "Archive account at1128 by closing it with reason duplicate_account.", "seed": 43128, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1128.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1128.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_1128", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1129", "text": "billing incident 7 root cause and mitigation timeline", "title": "Billing Incident Brief 1129"}, {"id": "xt1129", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1129"}]}, "instruction": "Find relevant docs for 'billing incident 7'.", "seed": 43129, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1129", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1907}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 1130"}}, "instruction": "Create file /exports/rollup_train_1130.log with content 'entry-train-1130-663'.", "seed": 43130, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_1130.log"}, {"key": "/exports/rollup_train_1130.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1130-663"}], "task_id": "train_files_1130", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 43131, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1131", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1132": {"id": "at1132", "status": "active", "tier": "plus"}, "bt1132": {"id": "bt1132", "status": "active", "tier": "basic"}}}, "instruction": "Patch account at1132 with tier=enterprise.", "seed": 43132, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1132.tier", "value": "enterprise"}], "task_id": "train_crud_1132", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1133", "text": "compliance incident 11 root cause and mitigation timeline", "title": "Compliance Incident Brief 1133"}, {"id": "xt1133", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1133"}]}, "instruction": "Find relevant docs for 'compliance incident 11'.", "seed": 43133, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1133", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_0.txt": "seed 1134"}}, "instruction": "Write 'entry-train-1134-326' to /snapshots/summary_train_1134.md.", "seed": 43134, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/summary_train_1134.md"}, {"key": "/snapshots/summary_train_1134.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1134-326"}], "task_id": "train_files_1134", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 43135, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1135", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1913}}}], "gold_summary": null, "initial_state": {"accounts": {"at1136": {"id": "at1136", "status": "active", "tier": "plus"}, "bt1136": {"id": "bt1136", "status": "active", "tier": "enterprise"}}}, "instruction": "Add customer account nt1136.", "seed": 43136, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1136"}, {"op": "equals", "path": "accounts.nt1136.status", "value": "active"}], "task_id": "train_crud_1136", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1137", "text": "retention incident 15 root cause and mitigation timeline", "title": "Retention Incident Brief 1137"}, {"id": "xt1137", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1137"}]}, "instruction": "Search docs for 'retention incident 15' and inspect top results.", "seed": 43137, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1137", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_4.txt": "seed 1138"}}, "instruction": "Store the text 'entry-train-1138-757' at /exports/rollup_train_1138.txt.", "seed": 43138, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_1138.txt"}, {"key": "/exports/rollup_train_1138.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1138-757"}], "task_id": "train_files_1138", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 43139, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1139", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1140": {"id": "at1140", "status": "active", "tier": "enterprise"}, "bt1140": {"id": "bt1140", "status": "active", "tier": "premium"}}}, "instruction": "Archive account at1140 by closing it with reason user_request.", "seed": 43140, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1140.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1140.closed_reason", "value": "user_request"}], "task_id": "train_crud_1140", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1141", "text": "latency incident 2 root cause and mitigation timeline", "title": "Latency Incident Brief 1141"}, {"id": "xt1141", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1141"}]}, "instruction": "Find relevant docs for 'latency incident 2'.", "seed": 43141, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1141", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1919}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_1.txt": "seed 1142"}}, "instruction": "Store the text 'entry-train-1142-403' at /snapshots/rollup_train_1142.txt.", "seed": 43142, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_1142.txt"}, {"key": "/snapshots/rollup_train_1142.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1142-403"}], "task_id": "train_files_1142", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 43143, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1143", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1144": {"id": "at1144", "status": "active", "tier": "basic"}, "bt1144": {"id": "bt1144", "status": "active", "tier": "basic"}}}, "instruction": "Patch account at1144 with tier=plus.", "seed": 43144, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1144.tier", "value": "plus"}], "task_id": "train_crud_1144", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1145", "text": "security incident 6 root cause and mitigation timeline", "title": "Security Incident Brief 1145"}, {"id": "xt1145", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1145"}]}, "instruction": "Find relevant docs for 'security incident 6'.", "seed": 43145, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1145", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_5.txt": "seed 1146"}}, "instruction": "Store the text 'entry-train-1146-650' at /snapshots/summary_train_1146.txt.", "seed": 43146, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/summary_train_1146.txt"}, {"key": "/snapshots/summary_train_1146.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1146-650"}], "task_id": "train_files_1146", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 43147, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1147", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1925}}}], "gold_summary": null, "initial_state": {"accounts": {"at1148": {"id": "at1148", "status": "active", "tier": "enterprise"}, "bt1148": {"id": "bt1148", "status": "active", "tier": "premium"}}}, "instruction": "Create a new account with id nt1148.", "seed": 43148, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1148"}, {"op": "equals", "path": "accounts.nt1148.status", "value": "active"}], "task_id": "train_crud_1148", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1149", "text": "billing incident 10 root cause and mitigation timeline", "title": "Billing Incident Brief 1149"}, {"id": "xt1149", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1149"}]}, "instruction": "Search docs for 'billing incident 10' and inspect top results.", "seed": 43149, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1149", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_2.txt": "seed 1150"}}, "instruction": "Store the text 'entry-train-1150-172' at /drafts/runbook_train_1150.log.", "seed": 43150, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_train_1150.log"}, {"key": "/drafts/runbook_train_1150.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1150-172"}], "task_id": "train_files_1150", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 43151, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1151", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1152": {"id": "at1152", "status": "active", "tier": "enterprise"}, "bt1152": {"id": "bt1152", "status": "active", "tier": "premium"}}}, "instruction": "Deactivate user account at1152; use reason user_request.", "seed": 43152, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1152.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1152.closed_reason", "value": "user_request"}], "task_id": "train_crud_1152", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1153", "text": "retention incident 14 root cause and mitigation timeline", "title": "Retention Incident Brief 1153"}, {"id": "xt1153", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1153"}]}, "instruction": "Find relevant docs for 'retention incident 14'.", "seed": 43153, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1153", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1931}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_6.txt": "seed 1154"}}, "instruction": "Store the text 'entry-train-1154-874' at /reports/delta_train_1154.txt.", "seed": 43154, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/delta_train_1154.txt"}, {"key": "/reports/delta_train_1154.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1154-874"}], "task_id": "train_files_1154", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1156": {"id": "at1156", "status": "active", "tier": "basic"}, "bt1156": {"id": "bt1156", "status": "active", "tier": "premium"}}}, "instruction": "Patch account at1156 with tier=premium.", "seed": 43156, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1156.tier", "value": "premium"}], "task_id": "train_crud_1156", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1157", "text": "latency incident 1 root cause and mitigation timeline", "title": "Latency Incident Brief 1157"}, {"id": "xt1157", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1157"}]}, "instruction": "Run document search with query 'latency incident 1'.", "seed": 43157, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1157", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_3.txt": "seed 1158"}}, "instruction": "Store the text 'entry-train-1158-260' at /snapshots/summary_train_1158.md.", "seed": 43158, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/summary_train_1158.md"}, {"key": "/snapshots/summary_train_1158.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1158-260"}], "task_id": "train_files_1158", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 43159, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1159", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1937}}}], "gold_summary": null, "initial_state": {"accounts": {"at1160": {"id": "at1160", "status": "active", "tier": "premium"}, "bt1160": {"id": "bt1160", "status": "active", "tier": "plus"}}}, "instruction": "Register account nt1160 with active status.", "seed": 43160, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1160"}, {"op": "equals", "path": "accounts.nt1160.status", "value": "active"}], "task_id": "train_crud_1160", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1161", "text": "retention incident 5 root cause and mitigation timeline", "title": "Retention Incident Brief 1161"}, {"id": "xt1161", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1161"}]}, "instruction": "Search docs for 'retention incident 5' and inspect top results.", "seed": 43161, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1161", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_0.txt": "seed 1162"}}, "instruction": "Write 'entry-train-1162-226' to /notes/delta_train_1162.txt.", "seed": 43162, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_train_1162.txt"}, {"key": "/notes/delta_train_1162.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1162-226"}], "task_id": "train_files_1162", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 43163, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1163", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1164": {"id": "at1164", "status": "active", "tier": "basic"}, "bt1164": {"id": "bt1164", "status": "active", "tier": "plus"}}}, "instruction": "Close account at1164 and mark the reason as duplicate_account.", "seed": 43164, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1164.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1164.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_1164", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1165", "text": "compliance incident 9 root cause and mitigation timeline", "title": "Compliance Incident Brief 1165"}, {"id": "xt1165", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1165"}]}, "instruction": "Search docs for 'compliance incident 9' and inspect top results.", "seed": 43165, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1165", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1943}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_4.txt": "seed 1166"}}, "instruction": "Create file /drafts/status_train_1166.txt with content 'entry-train-1166-731'.", "seed": 43166, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/status_train_1166.txt"}, {"key": "/drafts/status_train_1166.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1166-731"}], "task_id": "train_files_1166", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 43167, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1167", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1168": {"id": "at1168", "status": "active", "tier": "basic"}, "bt1168": {"id": "bt1168", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at1168 with tier=enterprise.", "seed": 43168, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1168.tier", "value": "enterprise"}], "task_id": "train_crud_1168", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1169", "text": "latency incident 13 root cause and mitigation timeline", "title": "Latency Incident Brief 1169"}, {"id": "xt1169", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1169"}]}, "instruction": "Run document search with query 'latency incident 13'.", "seed": 43169, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1169", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_1.txt": "seed 1170"}}, "instruction": "Create file /reports/status_train_1170.log with content 'entry-train-1170-694'.", "seed": 43170, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/status_train_1170.log"}, {"key": "/reports/status_train_1170.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1170-694"}], "task_id": "train_files_1170", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 43171, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1171", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1949}}}], "gold_summary": null, "initial_state": {"accounts": {"at1172": {"id": "at1172", "status": "active", "tier": "plus"}, "bt1172": {"id": "bt1172", "status": "active", "tier": "premium"}}}, "instruction": "Add customer account nt1172.", "seed": 43172, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1172"}, {"op": "equals", "path": "accounts.nt1172.status", "value": "active"}], "task_id": "train_crud_1172", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1173", "text": "billing incident 0 root cause and mitigation timeline", "title": "Billing Incident Brief 1173"}, {"id": "xt1173", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1173"}]}, "instruction": "Run document search with query 'billing incident 0'.", "seed": 43173, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1173", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_5.txt": "seed 1174"}}, "instruction": "Store the text 'entry-train-1174-731' at /snapshots/rollup_train_1174.md.", "seed": 43174, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_1174.md"}, {"key": "/snapshots/rollup_train_1174.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1174-731"}], "task_id": "train_files_1174", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 43175, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1175", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1176": {"id": "at1176", "status": "active", "tier": "premium"}, "bt1176": {"id": "bt1176", "status": "active", "tier": "enterprise"}}}, "instruction": "Close account at1176 and mark the reason as risk_review.", "seed": 43176, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1176.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1176.closed_reason", "value": "risk_review"}], "task_id": "train_crud_1176", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1177", "text": "latency incident 4 root cause and mitigation timeline", "title": "Latency Incident Brief 1177"}, {"id": "xt1177", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1177"}]}, "instruction": "Search docs for 'latency incident 4' and inspect top results.", "seed": 43177, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1177", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1955}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_2.txt": "seed 1178"}}, "instruction": "Store the text 'entry-train-1178-237' at /snapshots/runbook_train_1178.md.", "seed": 43178, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/runbook_train_1178.md"}, {"key": "/snapshots/runbook_train_1178.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1178-237"}], "task_id": "train_files_1178", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 43179, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1179", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1180": {"id": "at1180", "status": "active", "tier": "premium"}, "bt1180": {"id": "bt1180", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at1180 with tier=plus.", "seed": 43180, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1180.tier", "value": "plus"}], "task_id": "train_crud_1180", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1181", "text": "security incident 8 root cause and mitigation timeline", "title": "Security Incident Brief 1181"}, {"id": "xt1181", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1181"}]}, "instruction": "Search docs for 'security incident 8' and inspect top results.", "seed": 43181, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1181", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_6.txt": "seed 1182"}}, "instruction": "Create file /exports/status_train_1182.log with content 'entry-train-1182-301'.", "seed": 43182, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_1182.log"}, {"key": "/exports/status_train_1182.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1182-301"}], "task_id": "train_files_1182", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 43183, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1183", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1961}}}], "gold_summary": null, "initial_state": {"accounts": {"at1184": {"id": "at1184", "status": "active", "tier": "basic"}, "bt1184": {"id": "bt1184", "status": "active", "tier": "enterprise"}}}, "instruction": "Add customer account nt1184.", "seed": 43184, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1184"}, {"op": "equals", "path": "accounts.nt1184.status", "value": "active"}], "task_id": "train_crud_1184", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1185", "text": "security incident 12 root cause and mitigation timeline", "title": "Security Incident Brief 1185"}, {"id": "xt1185", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1185"}]}, "instruction": "Find relevant docs for 'security incident 12'.", "seed": 43185, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1185", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 1186"}}, "instruction": "Store the text 'entry-train-1186-583' at /exports/delta_train_1186.log.", "seed": 43186, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_train_1186.log"}, {"key": "/exports/delta_train_1186.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1186-583"}], "task_id": "train_files_1186", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 43187, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1187", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1188": {"id": "at1188", "status": "active", "tier": "premium"}, "bt1188": {"id": "bt1188", "status": "active", "tier": "enterprise"}}}, "instruction": "Deactivate user account at1188; use reason user_request.", "seed": 43188, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1188.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1188.closed_reason", "value": "user_request"}], "task_id": "train_crud_1188", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1967}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_0.txt": "seed 1190"}}, "instruction": "Store the text 'entry-train-1190-269' at /drafts/delta_train_1190.log.", "seed": 43190, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_train_1190.log"}, {"key": "/drafts/delta_train_1190.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1190-269"}], "task_id": "train_files_1190", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 43191, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1191", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1192": {"id": "at1192", "status": "active", "tier": "plus"}, "bt1192": {"id": "bt1192", "status": "active", "tier": "enterprise"}}}, "instruction": "Set the subscription tier for at1192 to enterprise.", "seed": 43192, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1192.tier", "value": "enterprise"}], "task_id": "train_crud_1192", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1193", "text": "security incident 3 root cause and mitigation timeline", "title": "Security Incident Brief 1193"}, {"id": "xt1193", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1193"}]}, "instruction": "Search docs for 'security incident 3' and inspect top results.", "seed": 43193, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1193", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_4.txt": "seed 1194"}}, "instruction": "Write 'entry-train-1194-339' to /reports/runbook_train_1194.md.", "seed": 43194, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_1194.md"}, {"key": "/reports/runbook_train_1194.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1194-339"}], "task_id": "train_files_1194", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 43195, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1195", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1973}}}], "gold_summary": null, "initial_state": {"accounts": {"at1196": {"id": "at1196", "status": "active", "tier": "enterprise"}, "bt1196": {"id": "bt1196", "status": "active", "tier": "basic"}}}, "instruction": "Create a new account with id nt1196.", "seed": 43196, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1196"}, {"op": "equals", "path": "accounts.nt1196.status", "value": "active"}], "task_id": "train_crud_1196", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1197", "text": "retention incident 7 root cause and mitigation timeline", "title": "Retention Incident Brief 1197"}, {"id": "xt1197", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1197"}]}, "instruction": "Search docs for 'retention incident 7' and inspect top results.", "seed": 43197, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1197", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 1198"}}, "instruction": "Store the text 'entry-train-1198-369' at /notes/runbook_train_1198.log.", "seed": 43198, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_1198.log"}, {"key": "/notes/runbook_train_1198.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1198-369"}], "task_id": "train_files_1198", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 43199, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1199", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1200": {"id": "at1200", "status": "active", "tier": "basic"}, "bt1200": {"id": "bt1200", "status": "active", "tier": "premium"}}}, "instruction": "Close account at1200 and mark the reason as compliance.", "seed": 43200, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1200.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1200.closed_reason", "value": "compliance"}], "task_id": "train_crud_1200", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1201", "text": "onboarding incident 11 root cause and mitigation timeline", "title": "Onboarding Incident Brief 1201"}, {"id": "xt1201", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1201"}]}, "instruction": "Run document search with query 'onboarding incident 11'.", "seed": 43201, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1201", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1979}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_5.txt": "seed 1202"}}, "instruction": "Write 'entry-train-1202-718' to /exports/rollup_train_1202.md.", "seed": 43202, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_1202.md"}, {"key": "/exports/rollup_train_1202.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1202-718"}], "task_id": "train_files_1202", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 43203, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1203", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1204": {"id": "at1204", "status": "active", "tier": "plus"}, "bt1204": {"id": "bt1204", "status": "active", "tier": "premium"}}}, "instruction": "Update account at1204 so tier is basic.", "seed": 43204, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1204.tier", "value": "basic"}], "task_id": "train_crud_1204", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1205", "text": "security incident 15 root cause and mitigation timeline", "title": "Security Incident Brief 1205"}, {"id": "xt1205", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1205"}]}, "instruction": "Run document search with query 'security incident 15'.", "seed": 43205, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1205", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_2.txt": "seed 1206"}}, "instruction": "Create file /notes/summary_train_1206.log with content 'entry-train-1206-335'.", "seed": 43206, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_1206.log"}, {"key": "/notes/summary_train_1206.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1206-335"}], "task_id": "train_files_1206", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 43207, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1207", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1985}}}], "gold_summary": null, "initial_state": {"accounts": {"at1208": {"id": "at1208", "status": "active", "tier": "enterprise"}, "bt1208": {"id": "bt1208", "status": "active", "tier": "plus"}}}, "instruction": "Add customer account nt1208.", "seed": 43208, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1208"}, {"op": "equals", "path": "accounts.nt1208.status", "value": "active"}], "task_id": "train_crud_1208", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1209", "text": "security incident 2 root cause and mitigation timeline", "title": "Security Incident Brief 1209"}, {"id": "xt1209", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1209"}]}, "instruction": "Search docs for 'security incident 2' and inspect top results.", "seed": 43209, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1209", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1212": {"id": "at1212", "status": "active", "tier": "plus"}, "bt1212": {"id": "bt1212", "status": "active", "tier": "plus"}}}, "instruction": "Close account at1212 and mark the reason as duplicate_account.", "seed": 43212, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1212.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1212.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_1212", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1213", "text": "onboarding incident 6 root cause and mitigation timeline", "title": "Onboarding Incident Brief 1213"}, {"id": "xt1213", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1213"}]}, "instruction": "Find relevant docs for 'onboarding incident 6'.", "seed": 43213, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1213", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 1991}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_3.txt": "seed 1214"}}, "instruction": "Store the text 'entry-train-1214-845' at /notes/summary_train_1214.log.", "seed": 43214, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_1214.log"}, {"key": "/notes/summary_train_1214.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1214-845"}], "task_id": "train_files_1214", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1216": {"id": "at1216", "status": "active", "tier": "enterprise"}, "bt1216": {"id": "bt1216", "status": "active", "tier": "plus"}}}, "instruction": "Update account at1216 so tier is plus.", "seed": 43216, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1216.tier", "value": "plus"}], "task_id": "train_crud_1216", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1997}}}], "gold_summary": null, "initial_state": {"accounts": {"at1220": {"id": "at1220", "status": "active", "tier": "basic"}, "bt1220": {"id": "bt1220", "status": "active", "tier": "enterprise"}}}, "instruction": "Register account nt1220 with active status.", "seed": 43220, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1220"}, {"op": "equals", "path": "accounts.nt1220.status", "value": "active"}], "task_id": "train_crud_1220", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1225", "text": "retention incident 1 root cause and mitigation timeline", "title": "Retention Incident Brief 1225"}, {"id": "xt1225", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1225"}]}, "instruction": "Find relevant docs for 'retention incident 1'.", "seed": 43225, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1225", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2003}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 1226"}}, "instruction": "Create file /notes/summary_train_1226.log with content 'entry-train-1226-764'.", "seed": 43226, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_1226.log"}, {"key": "/notes/summary_train_1226.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1226-764"}], "task_id": "train_files_1226", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 43227, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1227", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1228": {"id": "at1228", "status": "active", "tier": "enterprise"}, "bt1228": {"id": "bt1228", "status": "active", "tier": "enterprise"}}}, "instruction": "Set the subscription tier for at1228 to basic.", "seed": 43228, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1228.tier", "value": "basic"}], "task_id": "train_crud_1228", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1229", "text": "onboarding incident 5 root cause and mitigation timeline", "title": "Onboarding Incident Brief 1229"}, {"id": "xt1229", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1229"}]}, "instruction": "Search docs for 'onboarding incident 5' and inspect top results.", "seed": 43229, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1229", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_5.txt": "seed 1230"}}, "instruction": "Write 'entry-train-1230-588' to /snapshots/status_train_1230.md.", "seed": 43230, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_1230.md"}, {"key": "/snapshots/status_train_1230.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1230-588"}], "task_id": "train_files_1230", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 43231, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1231", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2009}}}], "gold_summary": null, "initial_state": {"accounts": {"at1232": {"id": "at1232", "status": "active", "tier": "enterprise"}, "bt1232": {"id": "bt1232", "status": "active", "tier": "plus"}}}, "instruction": "Create a new account with id nt1232.", "seed": 43232, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1232"}, {"op": "equals", "path": "accounts.nt1232.status", "value": "active"}], "task_id": "train_crud_1232", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1233", "text": "retention incident 9 root cause and mitigation timeline", "title": "Retention Incident Brief 1233"}, {"id": "xt1233", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1233"}]}, "instruction": "Find relevant docs for 'retention incident 9'.", "seed": 43233, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1233", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_2.txt": "seed 1234"}}, "instruction": "Create file /notes/summary_train_1234.log with content 'entry-train-1234-107'.", "seed": 43234, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_1234.log"}, {"key": "/notes/summary_train_1234.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1234-107"}], "task_id": "train_files_1234", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 43235, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1235", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1236": {"id": "at1236", "status": "active", "tier": "plus"}, "bt1236": {"id": "bt1236", "status": "active", "tier": "premium"}}}, "instruction": "Archive account at1236 by closing it with reason duplicate_account.", "seed": 43236, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1236.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1236.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_1236", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1237", "text": "compliance incident 13 root cause and mitigation timeline", "title": "Compliance Incident Brief 1237"}, {"id": "xt1237", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1237"}]}, "instruction": "Run document search with query 'compliance incident 13'.", "seed": 43237, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1237", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2015}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_6.txt": "seed 1238"}}, "instruction": "Write 'entry-train-1238-506' to /notes/runbook_train_1238.log.", "seed": 43238, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_1238.log"}, {"key": "/notes/runbook_train_1238.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1238-506"}], "task_id": "train_files_1238", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 43239, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1239", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1240": {"id": "at1240", "status": "active", "tier": "plus"}, "bt1240": {"id": "bt1240", "status": "active", "tier": "enterprise"}}}, "instruction": "Set the subscription tier for at1240 to premium.", "seed": 43240, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1240.tier", "value": "premium"}], "task_id": "train_crud_1240", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1241", "text": "onboarding incident 0 root cause and mitigation timeline", "title": "Onboarding Incident Brief 1241"}, {"id": "xt1241", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1241"}]}, "instruction": "Find relevant docs for 'onboarding incident 0'.", "seed": 43241, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1241", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_3.txt": "seed 1242"}}, "instruction": "Store the text 'entry-train-1242-221' at /snapshots/status_train_1242.log.", "seed": 43242, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_1242.log"}, {"key": "/snapshots/status_train_1242.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1242-221"}], "task_id": "train_files_1242", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 43243, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1243", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 43259, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1259", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1260": {"id": "at1260", "status": "active", "tier": "premium"}, "bt1260": {"id": "bt1260", "status": "active", "tier": "premium"}}}, "instruction": "Archive account at1260 by closing it with reason risk_review.", "seed": 43260, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1260.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1260.closed_reason", "value": "risk_review"}], "task_id": "train_crud_1260", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1261", "text": "security incident 3 root cause and mitigation timeline", "title": "Security Incident Brief 1261"}, {"id": "xt1261", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1261"}]}, "instruction": "Run document search with query 'security incident 3'.", "seed": 43261, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1261", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2039}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_2.txt": "seed 1262"}}, "instruction": "Create file /notes/summary_train_1262.md with content 'entry-train-1262-279'.", "seed": 43262, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_1262.md"}, {"key": "/notes/summary_train_1262.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1262-279"}], "task_id": "train_files_1262", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 43263, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1263", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1264": {"id": "at1264", "status": "active", "tier": "premium"}, "bt1264": {"id": "bt1264", "status": "active", "tier": "basic"}}}, "instruction": "Patch account at1264 with tier=plus.", "seed": 43264, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1264.tier", "value": "plus"}], "task_id": "train_crud_1264", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1265", "text": "onboarding incident 7 root cause and mitigation timeline", "title": "Onboarding Incident Brief 1265"}, {"id": "xt1265", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1265"}]}, "instruction": "Run document search with query 'onboarding incident 7'.", "seed": 43265, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1265", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_6.txt": "seed 1266"}}, "instruction": "Write 'entry-train-1266-595' to /snapshots/rollup_train_1266.log.", "seed": 43266, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_1266.log"}, {"key": "/snapshots/rollup_train_1266.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1266-595"}], "task_id": "train_files_1266", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 43267, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1267", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2045}}}], "gold_summary": null, "initial_state": {"accounts": {"at1268": {"id": "at1268", "status": "active", "tier": "basic"}, "bt1268": {"id": "bt1268", "status": "active", "tier": "basic"}}}, "instruction": "Register account nt1268 with active status.", "seed": 43268, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1268"}, {"op": "equals", "path": "accounts.nt1268.status", "value": "active"}], "task_id": "train_crud_1268", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1269", "text": "billing incident 11 root cause and mitigation timeline", "title": "Billing Incident Brief 1269"}, {"id": "xt1269", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1269"}]}, "instruction": "Find relevant docs for 'billing incident 11'.", "seed": 43269, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1269", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_3.txt": "seed 1270"}}, "instruction": "Create file /drafts/status_train_1270.md with content 'entry-train-1270-522'.", "seed": 43270, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/status_train_1270.md"}, {"key": "/drafts/status_train_1270.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1270-522"}], "task_id": "train_files_1270", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 43271, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1271", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1272": {"id": "at1272", "status": "active", "tier": "enterprise"}, "bt1272": {"id": "bt1272", "status": "active", "tier": "premium"}}}, "instruction": "Archive account at1272 by closing it with reason user_request.", "seed": 43272, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1272.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1272.closed_reason", "value": "user_request"}], "task_id": "train_crud_1272", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1273", "text": "security incident 15 root cause and mitigation timeline", "title": "Security Incident Brief 1273"}, {"id": "xt1273", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1273"}]}, "instruction": "Run document search with query 'security incident 15'.", "seed": 43273, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1273", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2051}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_0.txt": "seed 1274"}}, "instruction": "Write 'entry-train-1274-375' to /exports/status_train_1274.log.", "seed": 43274, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_1274.log"}, {"key": "/exports/status_train_1274.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1274-375"}], "task_id": "train_files_1274", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 43275, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1275", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1276": {"id": "at1276", "status": "active", "tier": "plus"}, "bt1276": {"id": "bt1276", "status": "active", "tier": "plus"}}}, "instruction": "Update account at1276 so tier is premium.", "seed": 43276, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1276.tier", "value": "premium"}], "task_id": "train_crud_1276", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1277", "text": "security incident 2 root cause and mitigation timeline", "title": "Security Incident Brief 1277"}, {"id": "xt1277", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1277"}]}, "instruction": "Run document search with query 'security incident 2'.", "seed": 43277, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1277", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_4.txt": "seed 1278"}}, "instruction": "Store the text 'entry-train-1278-180' at /drafts/summary_train_1278.txt.", "seed": 43278, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_1278.txt"}, {"key": "/drafts/summary_train_1278.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1278-180"}], "task_id": "train_files_1278", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 43279, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1279", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2057}}}], "gold_summary": null, "initial_state": {"accounts": {"at1280": {"id": "at1280", "status": "active", "tier": "basic"}, "bt1280": {"id": "bt1280", "status": "active", "tier": "premium"}}}, "instruction": "Add customer account nt1280.", "seed": 43280, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1280"}, {"op": "equals", "path": "accounts.nt1280.status", "value": "active"}], "task_id": "train_crud_1280", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1281", "text": "latency incident 6 root cause and mitigation timeline", "title": "Latency Incident Brief 1281"}, {"id": "xt1281", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1281"}]}, "instruction": "Find relevant docs for 'latency incident 6'.", "seed": 43281, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1281", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_1.txt": "seed 1282"}}, "instruction": "Store the text 'entry-train-1282-882' at /exports/rollup_train_1282.txt.", "seed": 43282, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_1282.txt"}, {"key": "/exports/rollup_train_1282.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1282-882"}], "task_id": "train_files_1282", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 43283, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1283", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1284": {"id": "at1284", "status": "active", "tier": "basic"}, "bt1284": {"id": "bt1284", "status": "active", "tier": "enterprise"}}}, "instruction": "Archive account at1284 by closing it with reason compliance.", "seed": 43284, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1284.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1284.closed_reason", "value": "compliance"}], "task_id": "train_crud_1284", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1285", "text": "billing incident 10 root cause and mitigation timeline", "title": "Billing Incident Brief 1285"}, {"id": "xt1285", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1285"}]}, "instruction": "Run document search with query 'billing incident 10'.", "seed": 43285, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1285", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2063}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_5.txt": "seed 1286"}}, "instruction": "Store the text 'entry-train-1286-223' at /snapshots/status_train_1286.md.", "seed": 43286, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_1286.md"}, {"key": "/snapshots/status_train_1286.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1286-223"}], "task_id": "train_files_1286", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 43287, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1287", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1288": {"id": "at1288", "status": "active", "tier": "basic"}, "bt1288": {"id": "bt1288", "status": "active", "tier": "plus"}}}, "instruction": "Set the subscription tier for at1288 to plus.", "seed": 43288, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1288.tier", "value": "plus"}], "task_id": "train_crud_1288", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1289", "text": "latency incident 14 root cause and mitigation timeline", "title": "Latency Incident Brief 1289"}, {"id": "xt1289", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1289"}]}, "instruction": "Find relevant docs for 'latency incident 14'.", "seed": 43289, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1289", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_2.txt": "seed 1290"}}, "instruction": "Write 'entry-train-1290-369' to /exports/status_train_1290.log.", "seed": 43290, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_1290.log"}, {"key": "/exports/status_train_1290.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1290-369"}], "task_id": "train_files_1290", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 43291, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1291", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2069}}}], "gold_summary": null, "initial_state": {"accounts": {"at1292": {"id": "at1292", "status": "active", "tier": "premium"}, "bt1292": {"id": "bt1292", "status": "active", "tier": "enterprise"}}}, "instruction": "Register account nt1292 with active status.", "seed": 43292, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1292"}, {"op": "equals", "path": "accounts.nt1292.status", "value": "active"}], "task_id": "train_crud_1292", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1293", "text": "security incident 1 root cause and mitigation timeline", "title": "Security Incident Brief 1293"}, {"id": "xt1293", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1293"}]}, "instruction": "Find relevant docs for 'security incident 1'.", "seed": 43293, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1293", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_6.txt": "seed 1294"}}, "instruction": "Create file /exports/runbook_train_1294.md with content 'entry-train-1294-386'.", "seed": 43294, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_1294.md"}, {"key": "/exports/runbook_train_1294.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1294-386"}], "task_id": "train_files_1294", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 43295, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1295", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1296": {"id": "at1296", "status": "active", "tier": "plus"}, "bt1296": {"id": "bt1296", "status": "active", "tier": "premium"}}}, "instruction": "Archive account at1296 by closing it with reason risk_review.", "seed": 43296, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1296.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1296.closed_reason", "value": "risk_review"}], "task_id": "train_crud_1296", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1297", "text": "compliance incident 5 root cause and mitigation timeline", "title": "Compliance Incident Brief 1297"}, {"id": "xt1297", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1297"}]}, "instruction": "Search docs for 'compliance incident 5' and inspect top results.", "seed": 43297, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1297", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2075}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_3.txt": "seed 1298"}}, "instruction": "Write 'entry-train-1298-925' to /drafts/status_train_1298.md.", "seed": 43298, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/status_train_1298.md"}, {"key": "/drafts/status_train_1298.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1298-925"}], "task_id": "train_files_1298", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 43299, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1299", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1300": {"id": "at1300", "status": "active", "tier": "premium"}, "bt1300": {"id": "bt1300", "status": "active", "tier": "premium"}}}, "instruction": "Set the subscription tier for at1300 to plus.", "seed": 43300, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1300.tier", "value": "plus"}], "task_id": "train_crud_1300", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1301", "text": "compliance incident 9 root cause and mitigation timeline", "title": "Compliance Incident Brief 1301"}, {"id": "xt1301", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1301"}]}, "instruction": "Find relevant docs for 'compliance incident 9'.", "seed": 43301, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1301", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_0.txt": "seed 1302"}}, "instruction": "Create file /drafts/summary_train_1302.txt with content 'entry-train-1302-933'.", "seed": 43302, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_1302.txt"}, {"key": "/drafts/summary_train_1302.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1302-933"}], "task_id": "train_files_1302", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 43303, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1303", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2081}}}], "gold_summary": null, "initial_state": {"accounts": {"at1304": {"id": "at1304", "status": "active", "tier": "premium"}, "bt1304": {"id": "bt1304", "status": "active", "tier": "premium"}}}, "instruction": "Register account nt1304 with active status.", "seed": 43304, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1304"}, {"op": "equals", "path": "accounts.nt1304.status", "value": "active"}], "task_id": "train_crud_1304", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1305", "text": "onboarding incident 13 root cause and mitigation timeline", "title": "Onboarding Incident Brief 1305"}, {"id": "xt1305", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1305"}]}, "instruction": "Run document search with query 'onboarding incident 13'.", "seed": 43305, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1305", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_4.txt": "seed 1306"}}, "instruction": "Create file /exports/summary_train_1306.md with content 'entry-train-1306-224'.", "seed": 43306, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_1306.md"}, {"key": "/exports/summary_train_1306.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1306-224"}], "task_id": "train_files_1306", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 43307, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1307", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1308": {"id": "at1308", "status": "active", "tier": "premium"}, "bt1308": {"id": "bt1308", "status": "active", "tier": "premium"}}}, "instruction": "Archive account at1308 by closing it with reason compliance.", "seed": 43308, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1308.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1308.closed_reason", "value": "compliance"}], "task_id": "train_crud_1308", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1309", "text": "compliance incident 0 root cause and mitigation timeline", "title": "Compliance Incident Brief 1309"}, {"id": "xt1309", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1309"}]}, "instruction": "Run document search with query 'compliance incident 0'.", "seed": 43309, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1309", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2087}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 1310"}}, "instruction": "Write 'entry-train-1310-746' to /notes/runbook_train_1310.md.", "seed": 43310, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_1310.md"}, {"key": "/notes/runbook_train_1310.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1310-746"}], "task_id": "train_files_1310", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 43311, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1311", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1312": {"id": "at1312", "status": "active", "tier": "enterprise"}, "bt1312": {"id": "bt1312", "status": "active", "tier": "basic"}}}, "instruction": "Update account at1312 so tier is basic.", "seed": 43312, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1312.tier", "value": "basic"}], "task_id": "train_crud_1312", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1313", "text": "security incident 4 root cause and mitigation timeline", "title": "Security Incident Brief 1313"}, {"id": "xt1313", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1313"}]}, "instruction": "Run document search with query 'security incident 4'.", "seed": 43313, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1313", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_5.txt": "seed 1314"}}, "instruction": "Create file /exports/runbook_train_1314.log with content 'entry-train-1314-760'.", "seed": 43314, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_1314.log"}, {"key": "/exports/runbook_train_1314.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1314-760"}], "task_id": "train_files_1314", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 43315, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1315", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2093}}}], "gold_summary": null, "initial_state": {"accounts": {"at1316": {"id": "at1316", "status": "active", "tier": "enterprise"}, "bt1316": {"id": "bt1316", "status": "active", "tier": "plus"}}}, "instruction": "Create a new account with id nt1316.", "seed": 43316, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1316"}, {"op": "equals", "path": "accounts.nt1316.status", "value": "active"}], "task_id": "train_crud_1316", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1317", "text": "billing incident 8 root cause and mitigation timeline", "title": "Billing Incident Brief 1317"}, {"id": "xt1317", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1317"}]}, "instruction": "Find relevant docs for 'billing incident 8'.", "seed": 43317, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1317", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_2.txt": "seed 1318"}}, "instruction": "Store the text 'entry-train-1318-817' at /drafts/runbook_train_1318.log.", "seed": 43318, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_train_1318.log"}, {"key": "/drafts/runbook_train_1318.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1318-817"}], "task_id": "train_files_1318", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 43319, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1319", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1320": {"id": "at1320", "status": "active", "tier": "basic"}, "bt1320": {"id": "bt1320", "status": "active", "tier": "enterprise"}}}, "instruction": "Close account at1320 and mark the reason as user_request.", "seed": 43320, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1320.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1320.closed_reason", "value": "user_request"}], "task_id": "train_crud_1320", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1321", "text": "compliance incident 12 root cause and mitigation timeline", "title": "Compliance Incident Brief 1321"}, {"id": "xt1321", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1321"}]}, "instruction": "Search docs for 'compliance incident 12' and inspect top results.", "seed": 43321, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1321", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2099}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_6.txt": "seed 1322"}}, "instruction": "Write 'entry-train-1322-259' to /reports/runbook_train_1322.log.", "seed": 43322, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_1322.log"}, {"key": "/reports/runbook_train_1322.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1322-259"}], "task_id": "train_files_1322", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 43323, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1323", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1324": {"id": "at1324", "status": "active", "tier": "premium"}, "bt1324": {"id": "bt1324", "status": "active", "tier": "plus"}}}, "instruction": "Update account at1324 so tier is plus.", "seed": 43324, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1324.tier", "value": "plus"}], "task_id": "train_crud_1324", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1325", "text": "billing incident 16 root cause and mitigation timeline", "title": "Billing Incident Brief 1325"}, {"id": "xt1325", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1325"}]}, "instruction": "Find relevant docs for 'billing incident 16'.", "seed": 43325, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1325", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 1326"}}, "instruction": "Store the text 'entry-train-1326-578' at /exports/runbook_train_1326.md.", "seed": 43326, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_1326.md"}, {"key": "/exports/runbook_train_1326.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1326-578"}], "task_id": "train_files_1326", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 43327, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1327", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2105}}}], "gold_summary": null, "initial_state": {"accounts": {"at1328": {"id": "at1328", "status": "active", "tier": "plus"}, "bt1328": {"id": "bt1328", "status": "active", "tier": "enterprise"}}}, "instruction": "Add customer account nt1328.", "seed": 43328, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1328"}, {"op": "equals", "path": "accounts.nt1328.status", "value": "active"}], "task_id": "train_crud_1328", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1329", "text": "retention incident 3 root cause and mitigation timeline", "title": "Retention Incident Brief 1329"}, {"id": "xt1329", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1329"}]}, "instruction": "Run document search with query 'retention incident 3'.", "seed": 43329, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1329", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_0.txt": "seed 1330"}}, "instruction": "Create file /notes/delta_train_1330.md with content 'entry-train-1330-455'.", "seed": 43330, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_train_1330.md"}, {"key": "/notes/delta_train_1330.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1330-455"}], "task_id": "train_files_1330", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 43331, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1331", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1332": {"id": "at1332", "status": "active", "tier": "enterprise"}, "bt1332": {"id": "bt1332", "status": "active", "tier": "plus"}}}, "instruction": "Close account at1332 and mark the reason as duplicate_account.", "seed": 43332, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1332.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1332.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_1332", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1333", "text": "billing incident 7 root cause and mitigation timeline", "title": "Billing Incident Brief 1333"}, {"id": "xt1333", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1333"}]}, "instruction": "Search docs for 'billing incident 7' and inspect top results.", "seed": 43333, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1333", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2111}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_4.txt": "seed 1334"}}, "instruction": "Write 'entry-train-1334-647' to /exports/runbook_train_1334.md.", "seed": 43334, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_1334.md"}, {"key": "/exports/runbook_train_1334.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1334-647"}], "task_id": "train_files_1334", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 43335, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1335", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1336": {"id": "at1336", "status": "active", "tier": "enterprise"}, "bt1336": {"id": "bt1336", "status": "active", "tier": "plus"}}}, "instruction": "Update account at1336 so tier is plus.", "seed": 43336, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1336.tier", "value": "plus"}], "task_id": "train_crud_1336", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1337", "text": "security incident 11 root cause and mitigation timeline", "title": "Security Incident Brief 1337"}, {"id": "xt1337", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1337"}]}, "instruction": "Find relevant docs for 'security incident 11'.", "seed": 43337, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1337", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_1.txt": "seed 1338"}}, "instruction": "Store the text 'entry-train-1338-267' at /snapshots/rollup_train_1338.txt.", "seed": 43338, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_1338.txt"}, {"key": "/snapshots/rollup_train_1338.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1338-267"}], "task_id": "train_files_1338", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 43339, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1339", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2117}}}], "gold_summary": null, "initial_state": {"accounts": {"at1340": {"id": "at1340", "status": "active", "tier": "basic"}, "bt1340": {"id": "bt1340", "status": "active", "tier": "plus"}}}, "instruction": "Add customer account nt1340.", "seed": 43340, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1340"}, {"op": "equals", "path": "accounts.nt1340.status", "value": "active"}], "task_id": "train_crud_1340", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1341", "text": "onboarding incident 15 root cause and mitigation timeline", "title": "Onboarding Incident Brief 1341"}, {"id": "xt1341", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1341"}]}, "instruction": "Run document search with query 'onboarding incident 15'.", "seed": 43341, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1341", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_5.txt": "seed 1342"}}, "instruction": "Write 'entry-train-1342-292' to /notes/runbook_train_1342.md.", "seed": 43342, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_1342.md"}, {"key": "/notes/runbook_train_1342.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1342-292"}], "task_id": "train_files_1342", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 43343, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1343", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1344": {"id": "at1344", "status": "active", "tier": "enterprise"}, "bt1344": {"id": "bt1344", "status": "active", "tier": "enterprise"}}}, "instruction": "Archive account at1344 by closing it with reason duplicate_account.", "seed": 43344, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1344.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1344.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_1344", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1345", "text": "onboarding incident 2 root cause and mitigation timeline", "title": "Onboarding Incident Brief 1345"}, {"id": "xt1345", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1345"}]}, "instruction": "Search docs for 'onboarding incident 2' and inspect top results.", "seed": 43345, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1345", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2123}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_2.txt": "seed 1346"}}, "instruction": "Store the text 'entry-train-1346-150' at /exports/summary_train_1346.txt.", "seed": 43346, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_1346.txt"}, {"key": "/exports/summary_train_1346.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1346-150"}], "task_id": "train_files_1346", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 43347, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1347", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1348": {"id": "at1348", "status": "active", "tier": "premium"}, "bt1348": {"id": "bt1348", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at1348 with tier=basic.", "seed": 43348, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1348.tier", "value": "basic"}], "task_id": "train_crud_1348", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1349", "text": "security incident 6 root cause and mitigation timeline", "title": "Security Incident Brief 1349"}, {"id": "xt1349", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1349"}]}, "instruction": "Search docs for 'security incident 6' and inspect top results.", "seed": 43349, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1349", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_6.txt": "seed 1350"}}, "instruction": "Create file /reports/rollup_train_1350.txt with content 'entry-train-1350-450'.", "seed": 43350, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_1350.txt"}, {"key": "/reports/rollup_train_1350.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1350-450"}], "task_id": "train_files_1350", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 43351, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1351", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2129}}}], "gold_summary": null, "initial_state": {"accounts": {"at1352": {"id": "at1352", "status": "active", "tier": "basic"}, "bt1352": {"id": "bt1352", "status": "active", "tier": "basic"}}}, "instruction": "Create a new account with id nt1352.", "seed": 43352, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1352"}, {"op": "equals", "path": "accounts.nt1352.status", "value": "active"}], "task_id": "train_crud_1352", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1353", "text": "billing incident 10 root cause and mitigation timeline", "title": "Billing Incident Brief 1353"}, {"id": "xt1353", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1353"}]}, "instruction": "Run document search with query 'billing incident 10'.", "seed": 43353, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1353", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_3.txt": "seed 1354"}}, "instruction": "Write 'entry-train-1354-285' to /reports/delta_train_1354.md.", "seed": 43354, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/delta_train_1354.md"}, {"key": "/reports/delta_train_1354.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1354-285"}], "task_id": "train_files_1354", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 43355, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1355", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1356": {"id": "at1356", "status": "active", "tier": "plus"}, "bt1356": {"id": "bt1356", "status": "active", "tier": "enterprise"}}}, "instruction": "Archive account at1356 by closing it with reason risk_review.", "seed": 43356, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1356.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1356.closed_reason", "value": "risk_review"}], "task_id": "train_crud_1356", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1357", "text": "billing incident 14 root cause and mitigation timeline", "title": "Billing Incident Brief 1357"}, {"id": "xt1357", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1357"}]}, "instruction": "Run document search with query 'billing incident 14'.", "seed": 43357, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1357", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2135}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_0.txt": "seed 1358"}}, "instruction": "Create file /reports/delta_train_1358.log with content 'entry-train-1358-313'.", "seed": 43358, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/delta_train_1358.log"}, {"key": "/reports/delta_train_1358.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1358-313"}], "task_id": "train_files_1358", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 43359, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1359", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1360": {"id": "at1360", "status": "active", "tier": "basic"}, "bt1360": {"id": "bt1360", "status": "active", "tier": "basic"}}}, "instruction": "Set the subscription tier for at1360 to enterprise.", "seed": 43360, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1360.tier", "value": "enterprise"}], "task_id": "train_crud_1360", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1361", "text": "retention incident 1 root cause and mitigation timeline", "title": "Retention Incident Brief 1361"}, {"id": "xt1361", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1361"}]}, "instruction": "Search docs for 'retention incident 1' and inspect top results.", "seed": 43361, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1361", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_4.txt": "seed 1362"}}, "instruction": "Write 'entry-train-1362-323' to /exports/summary_train_1362.log.", "seed": 43362, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_1362.log"}, {"key": "/exports/summary_train_1362.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1362-323"}], "task_id": "train_files_1362", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 43363, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1363", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2141}}}], "gold_summary": null, "initial_state": {"accounts": {"at1364": {"id": "at1364", "status": "active", "tier": "plus"}, "bt1364": {"id": "bt1364", "status": "active", "tier": "basic"}}}, "instruction": "Register account nt1364 with active status.", "seed": 43364, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1364"}, {"op": "equals", "path": "accounts.nt1364.status", "value": "active"}], "task_id": "train_crud_1364", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1365", "text": "security incident 5 root cause and mitigation timeline", "title": "Security Incident Brief 1365"}, {"id": "xt1365", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1365"}]}, "instruction": "Search docs for 'security incident 5' and inspect top results.", "seed": 43365, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1365", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 1366"}}, "instruction": "Write 'entry-train-1366-710' to /notes/rollup_train_1366.log.", "seed": 43366, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_1366.log"}, {"key": "/notes/rollup_train_1366.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1366-710"}], "task_id": "train_files_1366", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 43367, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1367", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1368": {"id": "at1368", "status": "active", "tier": "basic"}, "bt1368": {"id": "bt1368", "status": "active", "tier": "premium"}}}, "instruction": "Close account at1368 and mark the reason as user_request.", "seed": 43368, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1368.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1368.closed_reason", "value": "user_request"}], "task_id": "train_crud_1368", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1369", "text": "latency incident 9 root cause and mitigation timeline", "title": "Latency Incident Brief 1369"}, {"id": "xt1369", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1369"}]}, "instruction": "Find relevant docs for 'latency incident 9'.", "seed": 43369, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1369", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2147}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_5.txt": "seed 1370"}}, "instruction": "Write 'entry-train-1370-599' to /notes/summary_train_1370.txt.", "seed": 43370, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_1370.txt"}, {"key": "/notes/summary_train_1370.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1370-599"}], "task_id": "train_files_1370", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 43371, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1371", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1372": {"id": "at1372", "status": "active", "tier": "plus"}, "bt1372": {"id": "bt1372", "status": "active", "tier": "enterprise"}}}, "instruction": "Set the subscription tier for at1372 to basic.", "seed": 43372, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1372.tier", "value": "basic"}], "task_id": "train_crud_1372", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1373", "text": "latency incident 13 root cause and mitigation timeline", "title": "Latency Incident Brief 1373"}, {"id": "xt1373", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1373"}]}, "instruction": "Run document search with query 'latency incident 13'.", "seed": 43373, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1373", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_2.txt": "seed 1374"}}, "instruction": "Store the text 'entry-train-1374-655' at /snapshots/delta_train_1374.md.", "seed": 43374, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/delta_train_1374.md"}, {"key": "/snapshots/delta_train_1374.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1374-655"}], "task_id": "train_files_1374", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 43375, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1375", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2153}}}], "gold_summary": null, "initial_state": {"accounts": {"at1376": {"id": "at1376", "status": "active", "tier": "premium"}, "bt1376": {"id": "bt1376", "status": "active", "tier": "enterprise"}}}, "instruction": "Register account nt1376 with active status.", "seed": 43376, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1376"}, {"op": "equals", "path": "accounts.nt1376.status", "value": "active"}], "task_id": "train_crud_1376", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1377", "text": "onboarding incident 0 root cause and mitigation timeline", "title": "Onboarding Incident Brief 1377"}, {"id": "xt1377", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1377"}]}, "instruction": "Search docs for 'onboarding incident 0' and inspect top results.", "seed": 43377, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1377", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_6.txt": "seed 1378"}}, "instruction": "Create file /reports/delta_train_1378.txt with content 'entry-train-1378-560'.", "seed": 43378, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/delta_train_1378.txt"}, {"key": "/reports/delta_train_1378.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1378-560"}], "task_id": "train_files_1378", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 43379, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1379", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1380": {"id": "at1380", "status": "active", "tier": "enterprise"}, "bt1380": {"id": "bt1380", "status": "active", "tier": "plus"}}}, "instruction": "Archive account at1380 by closing it with reason user_request.", "seed": 43380, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1380.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1380.closed_reason", "value": "user_request"}], "task_id": "train_crud_1380", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1381", "text": "latency incident 4 root cause and mitigation timeline", "title": "Latency Incident Brief 1381"}, {"id": "xt1381", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1381"}]}, "instruction": "Search docs for 'latency incident 4' and inspect top results.", "seed": 43381, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1381", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2159}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 1382"}}, "instruction": "Create file /exports/summary_train_1382.log with content 'entry-train-1382-651'.", "seed": 43382, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_1382.log"}, {"key": "/exports/summary_train_1382.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1382-651"}], "task_id": "train_files_1382", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 43383, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1383", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1384": {"id": "at1384", "status": "active", "tier": "plus"}, "bt1384": {"id": "bt1384", "status": "active", "tier": "premium"}}}, "instruction": "Set the subscription tier for at1384 to enterprise.", "seed": 43384, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1384.tier", "value": "enterprise"}], "task_id": "train_crud_1384", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1385", "text": "retention incident 8 root cause and mitigation timeline", "title": "Retention Incident Brief 1385"}, {"id": "xt1385", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1385"}]}, "instruction": "Search docs for 'retention incident 8' and inspect top results.", "seed": 43385, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1385", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_0.txt": "seed 1386"}}, "instruction": "Write 'entry-train-1386-168' to /reports/delta_train_1386.log.", "seed": 43386, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/delta_train_1386.log"}, {"key": "/reports/delta_train_1386.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1386-168"}], "task_id": "train_files_1386", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 43387, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1387", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2165}}}], "gold_summary": null, "initial_state": {"accounts": {"at1388": {"id": "at1388", "status": "active", "tier": "basic"}, "bt1388": {"id": "bt1388", "status": "active", "tier": "plus"}}}, "instruction": "Create a new account with id nt1388.", "seed": 43388, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1388"}, {"op": "equals", "path": "accounts.nt1388.status", "value": "active"}], "task_id": "train_crud_1388", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1389", "text": "billing incident 12 root cause and mitigation timeline", "title": "Billing Incident Brief 1389"}, {"id": "xt1389", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1389"}]}, "instruction": "Find relevant docs for 'billing incident 12'.", "seed": 43389, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1389", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_4.txt": "seed 1390"}}, "instruction": "Store the text 'entry-train-1390-738' at /snapshots/rollup_train_1390.log.", "seed": 43390, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_1390.log"}, {"key": "/snapshots/rollup_train_1390.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1390-738"}], "task_id": "train_files_1390", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 43391, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1391", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1392": {"id": "at1392", "status": "active", "tier": "basic"}, "bt1392": {"id": "bt1392", "status": "active", "tier": "plus"}}}, "instruction": "Close account at1392 and mark the reason as compliance.", "seed": 43392, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1392.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1392.closed_reason", "value": "compliance"}], "task_id": "train_crud_1392", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1393", "text": "compliance incident 16 root cause and mitigation timeline", "title": "Compliance Incident Brief 1393"}, {"id": "xt1393", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1393"}]}, "instruction": "Run document search with query 'compliance incident 16'.", "seed": 43393, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1393", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2171}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 1394"}}, "instruction": "Store the text 'entry-train-1394-913' at /notes/rollup_train_1394.md.", "seed": 43394, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_1394.md"}, {"key": "/notes/rollup_train_1394.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1394-913"}], "task_id": "train_files_1394", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 43395, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1395", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1396": {"id": "at1396", "status": "active", "tier": "basic"}, "bt1396": {"id": "bt1396", "status": "active", "tier": "basic"}}}, "instruction": "Set the subscription tier for at1396 to enterprise.", "seed": 43396, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1396.tier", "value": "enterprise"}], "task_id": "train_crud_1396", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1397", "text": "security incident 3 root cause and mitigation timeline", "title": "Security Incident Brief 1397"}, {"id": "xt1397", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1397"}]}, "instruction": "Search docs for 'security incident 3' and inspect top results.", "seed": 43397, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1397", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_5.txt": "seed 1398"}}, "instruction": "Write 'entry-train-1398-494' to /reports/status_train_1398.log.", "seed": 43398, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/status_train_1398.log"}, {"key": "/reports/status_train_1398.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1398-494"}], "task_id": "train_files_1398", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 43399, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1399", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2177}}}], "gold_summary": null, "initial_state": {"accounts": {"at1400": {"id": "at1400", "status": "active", "tier": "plus"}, "bt1400": {"id": "bt1400", "status": "active", "tier": "enterprise"}}}, "instruction": "Add customer account nt1400.", "seed": 43400, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1400"}, {"op": "equals", "path": "accounts.nt1400.status", "value": "active"}], "task_id": "train_crud_1400", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1401", "text": "billing incident 7 root cause and mitigation timeline", "title": "Billing Incident Brief 1401"}, {"id": "xt1401", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1401"}]}, "instruction": "Run document search with query 'billing incident 7'.", "seed": 43401, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1401", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_2.txt": "seed 1402"}}, "instruction": "Write 'entry-train-1402-270' to /snapshots/rollup_train_1402.txt.", "seed": 43402, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_1402.txt"}, {"key": "/snapshots/rollup_train_1402.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1402-270"}], "task_id": "train_files_1402", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 43403, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1403", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1404": {"id": "at1404", "status": "active", "tier": "enterprise"}, "bt1404": {"id": "bt1404", "status": "active", "tier": "premium"}}}, "instruction": "Deactivate user account at1404; use reason duplicate_account.", "seed": 43404, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1404.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1404.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_1404", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1405", "text": "compliance incident 11 root cause and mitigation timeline", "title": "Compliance Incident Brief 1405"}, {"id": "xt1405", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1405"}]}, "instruction": "Find relevant docs for 'compliance incident 11'.", "seed": 43405, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1405", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2183}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_6.txt": "seed 1406"}}, "instruction": "Store the text 'entry-train-1406-676' at /exports/delta_train_1406.txt.", "seed": 43406, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_train_1406.txt"}, {"key": "/exports/delta_train_1406.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1406-676"}], "task_id": "train_files_1406", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 43407, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1407", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1408": {"id": "at1408", "status": "active", "tier": "premium"}, "bt1408": {"id": "bt1408", "status": "active", "tier": "enterprise"}}}, "instruction": "Set the subscription tier for at1408 to plus.", "seed": 43408, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1408.tier", "value": "plus"}], "task_id": "train_crud_1408", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1409", "text": "billing incident 15 root cause and mitigation timeline", "title": "Billing Incident Brief 1409"}, {"id": "xt1409", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1409"}]}, "instruction": "Run document search with query 'billing incident 15'.", "seed": 43409, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1409", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_3.txt": "seed 1410"}}, "instruction": "Create file /notes/summary_train_1410.log with content 'entry-train-1410-238'.", "seed": 43410, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_1410.log"}, {"key": "/notes/summary_train_1410.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1410-238"}], "task_id": "train_files_1410", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 43411, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1411", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2189}}}], "gold_summary": null, "initial_state": {"accounts": {"at1412": {"id": "at1412", "status": "active", "tier": "premium"}, "bt1412": {"id": "bt1412", "status": "active", "tier": "premium"}}}, "instruction": "Add customer account nt1412.", "seed": 43412, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1412"}, {"op": "equals", "path": "accounts.nt1412.status", "value": "active"}], "task_id": "train_crud_1412", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1413", "text": "onboarding incident 2 root cause and mitigation timeline", "title": "Onboarding Incident Brief 1413"}, {"id": "xt1413", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1413"}]}, "instruction": "Find relevant docs for 'onboarding incident 2'.", "seed": 43413, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1413", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_0.txt": "seed 1414"}}, "instruction": "Create file /notes/status_train_1414.txt with content 'entry-train-1414-138'.", "seed": 43414, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_train_1414.txt"}, {"key": "/notes/status_train_1414.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1414-138"}], "task_id": "train_files_1414", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 43415, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1415", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1416": {"id": "at1416", "status": "active", "tier": "plus"}, "bt1416": {"id": "bt1416", "status": "active", "tier": "premium"}}}, "instruction": "Close account at1416 and mark the reason as duplicate_account.", "seed": 43416, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1416.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1416.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_1416", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1417", "text": "onboarding incident 6 root cause and mitigation timeline", "title": "Onboarding Incident Brief 1417"}, {"id": "xt1417", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1417"}]}, "instruction": "Find relevant docs for 'onboarding incident 6'.", "seed": 43417, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1417", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2195}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_4.txt": "seed 1418"}}, "instruction": "Create file /drafts/summary_train_1418.log with content 'entry-train-1418-432'.", "seed": 43418, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_1418.log"}, {"key": "/drafts/summary_train_1418.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1418-432"}], "task_id": "train_files_1418", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 43419, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1419", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1420": {"id": "at1420", "status": "active", "tier": "premium"}, "bt1420": {"id": "bt1420", "status": "active", "tier": "enterprise"}}}, "instruction": "Update account at1420 so tier is basic.", "seed": 43420, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1420.tier", "value": "basic"}], "task_id": "train_crud_1420", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1421", "text": "latency incident 10 root cause and mitigation timeline", "title": "Latency Incident Brief 1421"}, {"id": "xt1421", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1421"}]}, "instruction": "Run document search with query 'latency incident 10'.", "seed": 43421, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1421", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_1.txt": "seed 1422"}}, "instruction": "Store the text 'entry-train-1422-865' at /snapshots/summary_train_1422.txt.", "seed": 43422, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/summary_train_1422.txt"}, {"key": "/snapshots/summary_train_1422.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1422-865"}], "task_id": "train_files_1422", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 43423, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1423", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2201}}}], "gold_summary": null, "initial_state": {"accounts": {"at1424": {"id": "at1424", "status": "active", "tier": "premium"}, "bt1424": {"id": "bt1424", "status": "active", "tier": "basic"}}}, "instruction": "Register account nt1424 with active status.", "seed": 43424, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1424"}, {"op": "equals", "path": "accounts.nt1424.status", "value": "active"}], "task_id": "train_crud_1424", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1425", "text": "onboarding incident 14 root cause and mitigation timeline", "title": "Onboarding Incident Brief 1425"}, {"id": "xt1425", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1425"}]}, "instruction": "Search docs for 'onboarding incident 14' and inspect top results.", "seed": 43425, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1425", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_5.txt": "seed 1426"}}, "instruction": "Write 'entry-train-1426-326' to /exports/delta_train_1426.log.", "seed": 43426, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_train_1426.log"}, {"key": "/exports/delta_train_1426.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1426-326"}], "task_id": "train_files_1426", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 43427, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1427", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1428": {"id": "at1428", "status": "active", "tier": "basic"}, "bt1428": {"id": "bt1428", "status": "active", "tier": "enterprise"}}}, "instruction": "Deactivate user account at1428; use reason duplicate_account.", "seed": 43428, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1428.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1428.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_1428", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1429", "text": "security incident 1 root cause and mitigation timeline", "title": "Security Incident Brief 1429"}, {"id": "xt1429", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1429"}]}, "instruction": "Run document search with query 'security incident 1'.", "seed": 43429, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1429", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2207}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_2.txt": "seed 1430"}}, "instruction": "Write 'entry-train-1430-863' to /reports/rollup_train_1430.log.", "seed": 43430, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_1430.log"}, {"key": "/reports/rollup_train_1430.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1430-863"}], "task_id": "train_files_1430", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 43431, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1431", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1432": {"id": "at1432", "status": "active", "tier": "enterprise"}, "bt1432": {"id": "bt1432", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at1432 with tier=premium.", "seed": 43432, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1432.tier", "value": "premium"}], "task_id": "train_crud_1432", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1433", "text": "security incident 5 root cause and mitigation timeline", "title": "Security Incident Brief 1433"}, {"id": "xt1433", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1433"}]}, "instruction": "Find relevant docs for 'security incident 5'.", "seed": 43433, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1433", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_6.txt": "seed 1434"}}, "instruction": "Store the text 'entry-train-1434-767' at /drafts/rollup_train_1434.md.", "seed": 43434, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_1434.md"}, {"key": "/drafts/rollup_train_1434.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1434-767"}], "task_id": "train_files_1434", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 43435, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1435", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2213}}}], "gold_summary": null, "initial_state": {"accounts": {"at1436": {"id": "at1436", "status": "active", "tier": "plus"}, "bt1436": {"id": "bt1436", "status": "active", "tier": "basic"}}}, "instruction": "Register account nt1436 with active status.", "seed": 43436, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1436"}, {"op": "equals", "path": "accounts.nt1436.status", "value": "active"}], "task_id": "train_crud_1436", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1437", "text": "compliance incident 9 root cause and mitigation timeline", "title": "Compliance Incident Brief 1437"}, {"id": "xt1437", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1437"}]}, "instruction": "Find relevant docs for 'compliance incident 9'.", "seed": 43437, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1437", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_3.txt": "seed 1438"}}, "instruction": "Create file /notes/summary_train_1438.txt with content 'entry-train-1438-787'.", "seed": 43438, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_1438.txt"}, {"key": "/notes/summary_train_1438.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1438-787"}], "task_id": "train_files_1438", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 43439, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1439", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1440": {"id": "at1440", "status": "active", "tier": "premium"}, "bt1440": {"id": "bt1440", "status": "active", "tier": "basic"}}}, "instruction": "Close account at1440 and mark the reason as duplicate_account.", "seed": 43440, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1440.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1440.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_1440", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1441", "text": "latency incident 13 root cause and mitigation timeline", "title": "Latency Incident Brief 1441"}, {"id": "xt1441", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1441"}]}, "instruction": "Run document search with query 'latency incident 13'.", "seed": 43441, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1441", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2219}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_0.txt": "seed 1442"}}, "instruction": "Write 'entry-train-1442-145' to /notes/status_train_1442.md.", "seed": 43442, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_train_1442.md"}, {"key": "/notes/status_train_1442.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1442-145"}], "task_id": "train_files_1442", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 43443, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1443", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1444": {"id": "at1444", "status": "active", "tier": "basic"}, "bt1444": {"id": "bt1444", "status": "active", "tier": "basic"}}}, "instruction": "Update account at1444 so tier is plus.", "seed": 43444, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1444.tier", "value": "plus"}], "task_id": "train_crud_1444", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1445", "text": "latency incident 0 root cause and mitigation timeline", "title": "Latency Incident Brief 1445"}, {"id": "xt1445", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1445"}]}, "instruction": "Run document search with query 'latency incident 0'.", "seed": 43445, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1445", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_4.txt": "seed 1446"}}, "instruction": "Write 'entry-train-1446-582' to /reports/runbook_train_1446.md.", "seed": 43446, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_1446.md"}, {"key": "/reports/runbook_train_1446.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1446-582"}], "task_id": "train_files_1446", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 43447, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1447", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2225}}}], "gold_summary": null, "initial_state": {"accounts": {"at1448": {"id": "at1448", "status": "active", "tier": "plus"}, "bt1448": {"id": "bt1448", "status": "active", "tier": "premium"}}}, "instruction": "Add customer account nt1448.", "seed": 43448, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1448"}, {"op": "equals", "path": "accounts.nt1448.status", "value": "active"}], "task_id": "train_crud_1448", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1449", "text": "compliance incident 4 root cause and mitigation timeline", "title": "Compliance Incident Brief 1449"}, {"id": "xt1449", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1449"}]}, "instruction": "Find relevant docs for 'compliance incident 4'.", "seed": 43449, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1449", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_1.txt": "seed 1450"}}, "instruction": "Store the text 'entry-train-1450-696' at /drafts/summary_train_1450.md.", "seed": 43450, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_1450.md"}, {"key": "/drafts/summary_train_1450.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1450-696"}], "task_id": "train_files_1450", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 43451, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1451", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1452": {"id": "at1452", "status": "active", "tier": "plus"}, "bt1452": {"id": "bt1452", "status": "active", "tier": "premium"}}}, "instruction": "Deactivate user account at1452; use reason user_request.", "seed": 43452, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1452.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1452.closed_reason", "value": "user_request"}], "task_id": "train_crud_1452", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1453", "text": "retention incident 8 root cause and mitigation timeline", "title": "Retention Incident Brief 1453"}, {"id": "xt1453", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1453"}]}, "instruction": "Search docs for 'retention incident 8' and inspect top results.", "seed": 43453, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1453", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2231}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_5.txt": "seed 1454"}}, "instruction": "Store the text 'entry-train-1454-972' at /snapshots/runbook_train_1454.log.", "seed": 43454, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/runbook_train_1454.log"}, {"key": "/snapshots/runbook_train_1454.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1454-972"}], "task_id": "train_files_1454", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 43455, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1455", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1456": {"id": "at1456", "status": "active", "tier": "enterprise"}, "bt1456": {"id": "bt1456", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at1456 with tier=basic.", "seed": 43456, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1456.tier", "value": "basic"}], "task_id": "train_crud_1456", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1457", "text": "latency incident 12 root cause and mitigation timeline", "title": "Latency Incident Brief 1457"}, {"id": "xt1457", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1457"}]}, "instruction": "Find relevant docs for 'latency incident 12'.", "seed": 43457, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1457", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_2.txt": "seed 1458"}}, "instruction": "Store the text 'entry-train-1458-303' at /notes/summary_train_1458.txt.", "seed": 43458, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_1458.txt"}, {"key": "/notes/summary_train_1458.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1458-303"}], "task_id": "train_files_1458", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2237}}}], "gold_summary": null, "initial_state": {"accounts": {"at1460": {"id": "at1460", "status": "active", "tier": "plus"}, "bt1460": {"id": "bt1460", "status": "active", "tier": "premium"}}}, "instruction": "Register account nt1460 with active status.", "seed": 43460, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1460"}, {"op": "equals", "path": "accounts.nt1460.status", "value": "active"}], "task_id": "train_crud_1460", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 43463, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1463", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1464": {"id": "at1464", "status": "active", "tier": "basic"}, "bt1464": {"id": "bt1464", "status": "active", "tier": "premium"}}}, "instruction": "Close account at1464 and mark the reason as compliance.", "seed": 43464, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1464.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1464.closed_reason", "value": "compliance"}], "task_id": "train_crud_1464", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1465", "text": "onboarding incident 3 root cause and mitigation timeline", "title": "Onboarding Incident Brief 1465"}, {"id": "xt1465", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1465"}]}, "instruction": "Search docs for 'onboarding incident 3' and inspect top results.", "seed": 43465, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1465", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2243}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_3.txt": "seed 1466"}}, "instruction": "Write 'entry-train-1466-772' to /drafts/runbook_train_1466.md.", "seed": 43466, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_train_1466.md"}, {"key": "/drafts/runbook_train_1466.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1466-772"}], "task_id": "train_files_1466", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 43467, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1467", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1468": {"id": "at1468", "status": "active", "tier": "plus"}, "bt1468": {"id": "bt1468", "status": "active", "tier": "plus"}}}, "instruction": "Patch account at1468 with tier=premium.", "seed": 43468, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1468.tier", "value": "premium"}], "task_id": "train_crud_1468", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1469", "text": "compliance incident 7 root cause and mitigation timeline", "title": "Compliance Incident Brief 1469"}, {"id": "xt1469", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1469"}]}, "instruction": "Find relevant docs for 'compliance incident 7'.", "seed": 43469, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1469", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_0.txt": "seed 1470"}}, "instruction": "Write 'entry-train-1470-234' to /exports/rollup_train_1470.log.", "seed": 43470, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_1470.log"}, {"key": "/exports/rollup_train_1470.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1470-234"}], "task_id": "train_files_1470", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 43471, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1471", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2249}}}], "gold_summary": null, "initial_state": {"accounts": {"at1472": {"id": "at1472", "status": "active", "tier": "plus"}, "bt1472": {"id": "bt1472", "status": "active", "tier": "premium"}}}, "instruction": "Add customer account nt1472.", "seed": 43472, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1472"}, {"op": "equals", "path": "accounts.nt1472.status", "value": "active"}], "task_id": "train_crud_1472", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1473", "text": "retention incident 11 root cause and mitigation timeline", "title": "Retention Incident Brief 1473"}, {"id": "xt1473", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1473"}]}, "instruction": "Search docs for 'retention incident 11' and inspect top results.", "seed": 43473, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1473", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_4.txt": "seed 1474"}}, "instruction": "Write 'entry-train-1474-678' to /snapshots/status_train_1474.log.", "seed": 43474, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_1474.log"}, {"key": "/snapshots/status_train_1474.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1474-678"}], "task_id": "train_files_1474", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 43475, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1475", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1476": {"id": "at1476", "status": "active", "tier": "basic"}, "bt1476": {"id": "bt1476", "status": "active", "tier": "premium"}}}, "instruction": "Archive account at1476 by closing it with reason risk_review.", "seed": 43476, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1476.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1476.closed_reason", "value": "risk_review"}], "task_id": "train_crud_1476", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1477", "text": "billing incident 15 root cause and mitigation timeline", "title": "Billing Incident Brief 1477"}, {"id": "xt1477", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1477"}]}, "instruction": "Run document search with query 'billing incident 15'.", "seed": 43477, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1477", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2255}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_1.txt": "seed 1478"}}, "instruction": "Store the text 'entry-train-1478-863' at /snapshots/runbook_train_1478.md.", "seed": 43478, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/runbook_train_1478.md"}, {"key": "/snapshots/runbook_train_1478.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1478-863"}], "task_id": "train_files_1478", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 43479, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1479", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1480": {"id": "at1480", "status": "active", "tier": "plus"}, "bt1480": {"id": "bt1480", "status": "active", "tier": "basic"}}}, "instruction": "Patch account at1480 with tier=basic.", "seed": 43480, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1480.tier", "value": "basic"}], "task_id": "train_crud_1480", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1481", "text": "onboarding incident 2 root cause and mitigation timeline", "title": "Onboarding Incident Brief 1481"}, {"id": "xt1481", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1481"}]}, "instruction": "Find relevant docs for 'onboarding incident 2'.", "seed": 43481, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1481", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_5.txt": "seed 1482"}}, "instruction": "Store the text 'entry-train-1482-336' at /drafts/delta_train_1482.txt.", "seed": 43482, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_train_1482.txt"}, {"key": "/drafts/delta_train_1482.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1482-336"}], "task_id": "train_files_1482", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 43483, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1483", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2261}}}], "gold_summary": null, "initial_state": {"accounts": {"at1484": {"id": "at1484", "status": "active", "tier": "enterprise"}, "bt1484": {"id": "bt1484", "status": "active", "tier": "enterprise"}}}, "instruction": "Add customer account nt1484.", "seed": 43484, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1484"}, {"op": "equals", "path": "accounts.nt1484.status", "value": "active"}], "task_id": "train_crud_1484", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1485", "text": "retention incident 6 root cause and mitigation timeline", "title": "Retention Incident Brief 1485"}, {"id": "xt1485", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1485"}]}, "instruction": "Search docs for 'retention incident 6' and inspect top results.", "seed": 43485, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1485", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_2.txt": "seed 1486"}}, "instruction": "Write 'entry-train-1486-240' to /snapshots/rollup_train_1486.md.", "seed": 43486, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_1486.md"}, {"key": "/snapshots/rollup_train_1486.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1486-240"}], "task_id": "train_files_1486", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 43487, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1487", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1488": {"id": "at1488", "status": "active", "tier": "premium"}, "bt1488": {"id": "bt1488", "status": "active", "tier": "plus"}}}, "instruction": "Close account at1488 and mark the reason as risk_review.", "seed": 43488, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1488.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1488.closed_reason", "value": "risk_review"}], "task_id": "train_crud_1488", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1489", "text": "billing incident 10 root cause and mitigation timeline", "title": "Billing Incident Brief 1489"}, {"id": "xt1489", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1489"}]}, "instruction": "Run document search with query 'billing incident 10'.", "seed": 43489, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1489", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2267}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_6.txt": "seed 1490"}}, "instruction": "Create file /notes/rollup_train_1490.log with content 'entry-train-1490-432'.", "seed": 43490, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_1490.log"}, {"key": "/notes/rollup_train_1490.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1490-432"}], "task_id": "train_files_1490", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 43491, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1491", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1492": {"id": "at1492", "status": "active", "tier": "enterprise"}, "bt1492": {"id": "bt1492", "status": "active", "tier": "premium"}}}, "instruction": "Set the subscription tier for at1492 to premium.", "seed": 43492, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1492.tier", "value": "premium"}], "task_id": "train_crud_1492", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1493", "text": "onboarding incident 14 root cause and mitigation timeline", "title": "Onboarding Incident Brief 1493"}, {"id": "xt1493", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1493"}]}, "instruction": "Run document search with query 'onboarding incident 14'.", "seed": 43493, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1493", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_3.txt": "seed 1494"}}, "instruction": "Store the text 'entry-train-1494-631' at /snapshots/summary_train_1494.txt.", "seed": 43494, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/summary_train_1494.txt"}, {"key": "/snapshots/summary_train_1494.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1494-631"}], "task_id": "train_files_1494", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 43495, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1495", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2273}}}], "gold_summary": null, "initial_state": {"accounts": {"at1496": {"id": "at1496", "status": "active", "tier": "basic"}, "bt1496": {"id": "bt1496", "status": "active", "tier": "premium"}}}, "instruction": "Register account nt1496 with active status.", "seed": 43496, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1496"}, {"op": "equals", "path": "accounts.nt1496.status", "value": "active"}], "task_id": "train_crud_1496", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1497", "text": "compliance incident 1 root cause and mitigation timeline", "title": "Compliance Incident Brief 1497"}, {"id": "xt1497", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1497"}]}, "instruction": "Run document search with query 'compliance incident 1'.", "seed": 43497, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1497", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_0.txt": "seed 1498"}}, "instruction": "Store the text 'entry-train-1498-401' at /snapshots/status_train_1498.md.", "seed": 43498, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_1498.md"}, {"key": "/snapshots/status_train_1498.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1498-401"}], "task_id": "train_files_1498", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 43499, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1499", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1500": {"id": "at1500", "status": "active", "tier": "enterprise"}, "bt1500": {"id": "bt1500", "status": "active", "tier": "basic"}}}, "instruction": "Archive account at1500 by closing it with reason risk_review.", "seed": 43500, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1500.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1500.closed_reason", "value": "risk_review"}], "task_id": "train_crud_1500", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1501", "text": "retention incident 5 root cause and mitigation timeline", "title": "Retention Incident Brief 1501"}, {"id": "xt1501", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1501"}]}, "instruction": "Search docs for 'retention incident 5' and inspect top results.", "seed": 43501, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1501", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2279}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_4.txt": "seed 1502"}}, "instruction": "Write 'entry-train-1502-561' to /snapshots/rollup_train_1502.md.", "seed": 43502, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_1502.md"}, {"key": "/snapshots/rollup_train_1502.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1502-561"}], "task_id": "train_files_1502", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 43503, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1503", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1504": {"id": "at1504", "status": "active", "tier": "plus"}, "bt1504": {"id": "bt1504", "status": "active", "tier": "basic"}}}, "instruction": "Set the subscription tier for at1504 to premium.", "seed": 43504, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1504.tier", "value": "premium"}], "task_id": "train_crud_1504", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1505", "text": "retention incident 9 root cause and mitigation timeline", "title": "Retention Incident Brief 1505"}, {"id": "xt1505", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1505"}]}, "instruction": "Find relevant docs for 'retention incident 9'.", "seed": 43505, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1505", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_1.txt": "seed 1506"}}, "instruction": "Create file /reports/summary_train_1506.txt with content 'entry-train-1506-823'.", "seed": 43506, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_1506.txt"}, {"key": "/reports/summary_train_1506.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1506-823"}], "task_id": "train_files_1506", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 43507, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1507", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2285}}}], "gold_summary": null, "initial_state": {"accounts": {"at1508": {"id": "at1508", "status": "active", "tier": "enterprise"}, "bt1508": {"id": "bt1508", "status": "active", "tier": "plus"}}}, "instruction": "Register account nt1508 with active status.", "seed": 43508, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1508"}, {"op": "equals", "path": "accounts.nt1508.status", "value": "active"}], "task_id": "train_crud_1508", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1509", "text": "onboarding incident 13 root cause and mitigation timeline", "title": "Onboarding Incident Brief 1509"}, {"id": "xt1509", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1509"}]}, "instruction": "Search docs for 'onboarding incident 13' and inspect top results.", "seed": 43509, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1509", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_5.txt": "seed 1510"}}, "instruction": "Store the text 'entry-train-1510-992' at /drafts/runbook_train_1510.log.", "seed": 43510, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_train_1510.log"}, {"key": "/drafts/runbook_train_1510.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1510-992"}], "task_id": "train_files_1510", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 43511, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1511", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1512": {"id": "at1512", "status": "active", "tier": "basic"}, "bt1512": {"id": "bt1512", "status": "active", "tier": "premium"}}}, "instruction": "Archive account at1512 by closing it with reason duplicate_account.", "seed": 43512, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1512.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1512.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_1512", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1513", "text": "compliance incident 0 root cause and mitigation timeline", "title": "Compliance Incident Brief 1513"}, {"id": "xt1513", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1513"}]}, "instruction": "Find relevant docs for 'compliance incident 0'.", "seed": 43513, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1513", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2291}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_2.txt": "seed 1514"}}, "instruction": "Write 'entry-train-1514-307' to /drafts/summary_train_1514.txt.", "seed": 43514, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_1514.txt"}, {"key": "/drafts/summary_train_1514.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1514-307"}], "task_id": "train_files_1514", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 43515, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1515", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1516": {"id": "at1516", "status": "active", "tier": "enterprise"}, "bt1516": {"id": "bt1516", "status": "active", "tier": "basic"}}}, "instruction": "Patch account at1516 with tier=plus.", "seed": 43516, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1516.tier", "value": "plus"}], "task_id": "train_crud_1516", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1517", "text": "security incident 4 root cause and mitigation timeline", "title": "Security Incident Brief 1517"}, {"id": "xt1517", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1517"}]}, "instruction": "Find relevant docs for 'security incident 4'.", "seed": 43517, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1517", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_6.txt": "seed 1518"}}, "instruction": "Write 'entry-train-1518-552' to /snapshots/rollup_train_1518.md.", "seed": 43518, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_1518.md"}, {"key": "/snapshots/rollup_train_1518.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1518-552"}], "task_id": "train_files_1518", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 43519, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1519", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2297}}}], "gold_summary": null, "initial_state": {"accounts": {"at1520": {"id": "at1520", "status": "active", "tier": "premium"}, "bt1520": {"id": "bt1520", "status": "active", "tier": "plus"}}}, "instruction": "Create a new account with id nt1520.", "seed": 43520, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1520"}, {"op": "equals", "path": "accounts.nt1520.status", "value": "active"}], "task_id": "train_crud_1520", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1521", "text": "security incident 8 root cause and mitigation timeline", "title": "Security Incident Brief 1521"}, {"id": "xt1521", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1521"}]}, "instruction": "Search docs for 'security incident 8' and inspect top results.", "seed": 43521, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1521", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 1522"}}, "instruction": "Write 'entry-train-1522-974' to /exports/summary_train_1522.txt.", "seed": 43522, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_1522.txt"}, {"key": "/exports/summary_train_1522.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1522-974"}], "task_id": "train_files_1522", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 43523, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1523", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1524": {"id": "at1524", "status": "active", "tier": "enterprise"}, "bt1524": {"id": "bt1524", "status": "active", "tier": "plus"}}}, "instruction": "Archive account at1524 by closing it with reason duplicate_account.", "seed": 43524, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1524.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1524.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_1524", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1525", "text": "retention incident 12 root cause and mitigation timeline", "title": "Retention Incident Brief 1525"}, {"id": "xt1525", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1525"}]}, "instruction": "Find relevant docs for 'retention incident 12'.", "seed": 43525, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1525", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2303}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_0.txt": "seed 1526"}}, "instruction": "Store the text 'entry-train-1526-867' at /notes/status_train_1526.md.", "seed": 43526, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_train_1526.md"}, {"key": "/notes/status_train_1526.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1526-867"}], "task_id": "train_files_1526", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 43527, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1527", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1528": {"id": "at1528", "status": "active", "tier": "premium"}, "bt1528": {"id": "bt1528", "status": "active", "tier": "enterprise"}}}, "instruction": "Update account at1528 so tier is plus.", "seed": 43528, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1528.tier", "value": "plus"}], "task_id": "train_crud_1528", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1529", "text": "onboarding incident 16 root cause and mitigation timeline", "title": "Onboarding Incident Brief 1529"}, {"id": "xt1529", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1529"}]}, "instruction": "Run document search with query 'onboarding incident 16'.", "seed": 43529, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1529", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_4.txt": "seed 1530"}}, "instruction": "Create file /snapshots/status_train_1530.txt with content 'entry-train-1530-811'.", "seed": 43530, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_1530.txt"}, {"key": "/snapshots/status_train_1530.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1530-811"}], "task_id": "train_files_1530", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 43531, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1531", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2309}}}], "gold_summary": null, "initial_state": {"accounts": {"at1532": {"id": "at1532", "status": "active", "tier": "plus"}, "bt1532": {"id": "bt1532", "status": "active", "tier": "plus"}}}, "instruction": "Add customer account nt1532.", "seed": 43532, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1532"}, {"op": "equals", "path": "accounts.nt1532.status", "value": "active"}], "task_id": "train_crud_1532", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1533", "text": "billing incident 3 root cause and mitigation timeline", "title": "Billing Incident Brief 1533"}, {"id": "xt1533", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1533"}]}, "instruction": "Find relevant docs for 'billing incident 3'.", "seed": 43533, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1533", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 1534"}}, "instruction": "Store the text 'entry-train-1534-841' at /notes/summary_train_1534.md.", "seed": 43534, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_1534.md"}, {"key": "/notes/summary_train_1534.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1534-841"}], "task_id": "train_files_1534", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 43535, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1535", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1536": {"id": "at1536", "status": "active", "tier": "premium"}, "bt1536": {"id": "bt1536", "status": "active", "tier": "enterprise"}}}, "instruction": "Deactivate user account at1536; use reason compliance.", "seed": 43536, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1536.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1536.closed_reason", "value": "compliance"}], "task_id": "train_crud_1536", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1537", "text": "security incident 7 root cause and mitigation timeline", "title": "Security Incident Brief 1537"}, {"id": "xt1537", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1537"}]}, "instruction": "Search docs for 'security incident 7' and inspect top results.", "seed": 43537, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1537", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2315}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_5.txt": "seed 1538"}}, "instruction": "Write 'entry-train-1538-221' to /exports/status_train_1538.txt.", "seed": 43538, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_1538.txt"}, {"key": "/exports/status_train_1538.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1538-221"}], "task_id": "train_files_1538", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 43539, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1539", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1540": {"id": "at1540", "status": "active", "tier": "enterprise"}, "bt1540": {"id": "bt1540", "status": "active", "tier": "basic"}}}, "instruction": "Set the subscription tier for at1540 to plus.", "seed": 43540, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1540.tier", "value": "plus"}], "task_id": "train_crud_1540", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1541", "text": "onboarding incident 11 root cause and mitigation timeline", "title": "Onboarding Incident Brief 1541"}, {"id": "xt1541", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1541"}]}, "instruction": "Search docs for 'onboarding incident 11' and inspect top results.", "seed": 43541, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1541", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2321}}}], "gold_summary": null, "initial_state": {"accounts": {"at1544": {"id": "at1544", "status": "active", "tier": "premium"}, "bt1544": {"id": "bt1544", "status": "active", "tier": "basic"}}}, "instruction": "Add customer account nt1544.", "seed": 43544, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1544"}, {"op": "equals", "path": "accounts.nt1544.status", "value": "active"}], "task_id": "train_crud_1544", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1548": {"id": "at1548", "status": "active", "tier": "basic"}, "bt1548": {"id": "bt1548", "status": "active", "tier": "plus"}}}, "instruction": "Close account at1548 and mark the reason as compliance.", "seed": 43548, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1548.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1548.closed_reason", "value": "compliance"}], "task_id": "train_crud_1548", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1549", "text": "retention incident 2 root cause and mitigation timeline", "title": "Retention Incident Brief 1549"}, {"id": "xt1549", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1549"}]}, "instruction": "Find relevant docs for 'retention incident 2'.", "seed": 43549, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1549", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2327}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 1550"}}, "instruction": "Write 'entry-train-1550-860' to /exports/rollup_train_1550.md.", "seed": 43550, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_1550.md"}, {"key": "/exports/rollup_train_1550.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1550-860"}], "task_id": "train_files_1550", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 43551, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1551", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1552": {"id": "at1552", "status": "active", "tier": "premium"}, "bt1552": {"id": "bt1552", "status": "active", "tier": "basic"}}}, "instruction": "Update account at1552 so tier is enterprise.", "seed": 43552, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1552.tier", "value": "enterprise"}], "task_id": "train_crud_1552", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1553", "text": "latency incident 6 root cause and mitigation timeline", "title": "Latency Incident Brief 1553"}, {"id": "xt1553", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1553"}]}, "instruction": "Search docs for 'latency incident 6' and inspect top results.", "seed": 43553, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1553", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_0.txt": "seed 1554"}}, "instruction": "Store the text 'entry-train-1554-484' at /exports/summary_train_1554.md.", "seed": 43554, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_1554.md"}, {"key": "/exports/summary_train_1554.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1554-484"}], "task_id": "train_files_1554", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 43555, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1555", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2333}}}], "gold_summary": null, "initial_state": {"accounts": {"at1556": {"id": "at1556", "status": "active", "tier": "enterprise"}, "bt1556": {"id": "bt1556", "status": "active", "tier": "basic"}}}, "instruction": "Register account nt1556 with active status.", "seed": 43556, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1556"}, {"op": "equals", "path": "accounts.nt1556.status", "value": "active"}], "task_id": "train_crud_1556", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1557", "text": "retention incident 10 root cause and mitigation timeline", "title": "Retention Incident Brief 1557"}, {"id": "xt1557", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1557"}]}, "instruction": "Find relevant docs for 'retention incident 10'.", "seed": 43557, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1557", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_4.txt": "seed 1558"}}, "instruction": "Create file /reports/runbook_train_1558.md with content 'entry-train-1558-188'.", "seed": 43558, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_1558.md"}, {"key": "/reports/runbook_train_1558.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1558-188"}], "task_id": "train_files_1558", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 43559, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1559", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1560": {"id": "at1560", "status": "active", "tier": "premium"}, "bt1560": {"id": "bt1560", "status": "active", "tier": "basic"}}}, "instruction": "Close account at1560 and mark the reason as duplicate_account.", "seed": 43560, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1560.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1560.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_1560", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1561", "text": "security incident 14 root cause and mitigation timeline", "title": "Security Incident Brief 1561"}, {"id": "xt1561", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1561"}]}, "instruction": "Run document search with query 'security incident 14'.", "seed": 43561, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1561", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2339}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 1562"}}, "instruction": "Write 'entry-train-1562-612' to /notes/summary_train_1562.md.", "seed": 43562, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_1562.md"}, {"key": "/notes/summary_train_1562.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1562-612"}], "task_id": "train_files_1562", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 43563, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1563", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1564": {"id": "at1564", "status": "active", "tier": "premium"}, "bt1564": {"id": "bt1564", "status": "active", "tier": "plus"}}}, "instruction": "Update account at1564 so tier is plus.", "seed": 43564, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1564.tier", "value": "plus"}], "task_id": "train_crud_1564", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1565", "text": "security incident 1 root cause and mitigation timeline", "title": "Security Incident Brief 1565"}, {"id": "xt1565", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1565"}]}, "instruction": "Run document search with query 'security incident 1'.", "seed": 43565, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1565", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_5.txt": "seed 1566"}}, "instruction": "Create file /snapshots/delta_train_1566.txt with content 'entry-train-1566-104'.", "seed": 43566, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/delta_train_1566.txt"}, {"key": "/snapshots/delta_train_1566.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1566-104"}], "task_id": "train_files_1566", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 43567, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1567", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2345}}}], "gold_summary": null, "initial_state": {"accounts": {"at1568": {"id": "at1568", "status": "active", "tier": "enterprise"}, "bt1568": {"id": "bt1568", "status": "active", "tier": "basic"}}}, "instruction": "Add customer account nt1568.", "seed": 43568, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1568"}, {"op": "equals", "path": "accounts.nt1568.status", "value": "active"}], "task_id": "train_crud_1568", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1569", "text": "retention incident 5 root cause and mitigation timeline", "title": "Retention Incident Brief 1569"}, {"id": "xt1569", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1569"}]}, "instruction": "Search docs for 'retention incident 5' and inspect top results.", "seed": 43569, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1569", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_2.txt": "seed 1570"}}, "instruction": "Create file /notes/runbook_train_1570.log with content 'entry-train-1570-314'.", "seed": 43570, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_1570.log"}, {"key": "/notes/runbook_train_1570.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1570-314"}], "task_id": "train_files_1570", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1572": {"id": "at1572", "status": "active", "tier": "premium"}, "bt1572": {"id": "bt1572", "status": "active", "tier": "basic"}}}, "instruction": "Close account at1572 and mark the reason as duplicate_account.", "seed": 43572, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1572.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1572.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_1572", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1573", "text": "security incident 9 root cause and mitigation timeline", "title": "Security Incident Brief 1573"}, {"id": "xt1573", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1573"}]}, "instruction": "Search docs for 'security incident 9' and inspect top results.", "seed": 43573, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1573", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2357}}}], "gold_summary": null, "initial_state": {"accounts": {"at1580": {"id": "at1580", "status": "active", "tier": "enterprise"}, "bt1580": {"id": "bt1580", "status": "active", "tier": "basic"}}}, "instruction": "Create a new account with id nt1580.", "seed": 43580, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1580"}, {"op": "equals", "path": "accounts.nt1580.status", "value": "active"}], "task_id": "train_crud_1580", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 43583, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1583", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1584": {"id": "at1584", "status": "active", "tier": "plus"}, "bt1584": {"id": "bt1584", "status": "active", "tier": "basic"}}}, "instruction": "Archive account at1584 by closing it with reason compliance.", "seed": 43584, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1584.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1584.closed_reason", "value": "compliance"}], "task_id": "train_crud_1584", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1585", "text": "security incident 4 root cause and mitigation timeline", "title": "Security Incident Brief 1585"}, {"id": "xt1585", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1585"}]}, "instruction": "Find relevant docs for 'security incident 4'.", "seed": 43585, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1585", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2363}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_4.txt": "seed 1586"}}, "instruction": "Store the text 'entry-train-1586-417' at /snapshots/summary_train_1586.md.", "seed": 43586, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/summary_train_1586.md"}, {"key": "/snapshots/summary_train_1586.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1586-417"}], "task_id": "train_files_1586", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 43587, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1587", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1588": {"id": "at1588", "status": "active", "tier": "plus"}, "bt1588": {"id": "bt1588", "status": "active", "tier": "premium"}}}, "instruction": "Set the subscription tier for at1588 to enterprise.", "seed": 43588, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1588.tier", "value": "enterprise"}], "task_id": "train_crud_1588", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1589", "text": "security incident 8 root cause and mitigation timeline", "title": "Security Incident Brief 1589"}, {"id": "xt1589", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1589"}]}, "instruction": "Run document search with query 'security incident 8'.", "seed": 43589, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1589", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_1.txt": "seed 1590"}}, "instruction": "Create file /snapshots/rollup_train_1590.txt with content 'entry-train-1590-166'.", "seed": 43590, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_1590.txt"}, {"key": "/snapshots/rollup_train_1590.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1590-166"}], "task_id": "train_files_1590", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 43591, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1591", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2369}}}], "gold_summary": null, "initial_state": {"accounts": {"at1592": {"id": "at1592", "status": "active", "tier": "plus"}, "bt1592": {"id": "bt1592", "status": "active", "tier": "premium"}}}, "instruction": "Add customer account nt1592.", "seed": 43592, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1592"}, {"op": "equals", "path": "accounts.nt1592.status", "value": "active"}], "task_id": "train_crud_1592", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1593", "text": "onboarding incident 12 root cause and mitigation timeline", "title": "Onboarding Incident Brief 1593"}, {"id": "xt1593", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1593"}]}, "instruction": "Find relevant docs for 'onboarding incident 12'.", "seed": 43593, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1593", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_5.txt": "seed 1594"}}, "instruction": "Write 'entry-train-1594-915' to /reports/rollup_train_1594.log.", "seed": 43594, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_1594.log"}, {"key": "/reports/rollup_train_1594.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1594-915"}], "task_id": "train_files_1594", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 43595, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1595", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1596": {"id": "at1596", "status": "active", "tier": "enterprise"}, "bt1596": {"id": "bt1596", "status": "active", "tier": "enterprise"}}}, "instruction": "Archive account at1596 by closing it with reason risk_review.", "seed": 43596, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1596.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1596.closed_reason", "value": "risk_review"}], "task_id": "train_crud_1596", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1597", "text": "security incident 16 root cause and mitigation timeline", "title": "Security Incident Brief 1597"}, {"id": "xt1597", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1597"}]}, "instruction": "Search docs for 'security incident 16' and inspect top results.", "seed": 43597, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1597", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2375}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_2.txt": "seed 1598"}}, "instruction": "Write 'entry-train-1598-448' to /snapshots/rollup_train_1598.txt.", "seed": 43598, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_1598.txt"}, {"key": "/snapshots/rollup_train_1598.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1598-448"}], "task_id": "train_files_1598", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 43599, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1599", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1600": {"id": "at1600", "status": "active", "tier": "premium"}, "bt1600": {"id": "bt1600", "status": "active", "tier": "plus"}}}, "instruction": "Update account at1600 so tier is enterprise.", "seed": 43600, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1600.tier", "value": "enterprise"}], "task_id": "train_crud_1600", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1601", "text": "retention incident 3 root cause and mitigation timeline", "title": "Retention Incident Brief 1601"}, {"id": "xt1601", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1601"}]}, "instruction": "Run document search with query 'retention incident 3'.", "seed": 43601, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1601", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_6.txt": "seed 1602"}}, "instruction": "Create file /reports/delta_train_1602.log with content 'entry-train-1602-574'.", "seed": 43602, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/delta_train_1602.log"}, {"key": "/reports/delta_train_1602.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1602-574"}], "task_id": "train_files_1602", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 43603, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1603", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2381}}}], "gold_summary": null, "initial_state": {"accounts": {"at1604": {"id": "at1604", "status": "active", "tier": "premium"}, "bt1604": {"id": "bt1604", "status": "active", "tier": "basic"}}}, "instruction": "Add customer account nt1604.", "seed": 43604, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1604"}, {"op": "equals", "path": "accounts.nt1604.status", "value": "active"}], "task_id": "train_crud_1604", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1605", "text": "billing incident 7 root cause and mitigation timeline", "title": "Billing Incident Brief 1605"}, {"id": "xt1605", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1605"}]}, "instruction": "Run document search with query 'billing incident 7'.", "seed": 43605, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1605", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 1606"}}, "instruction": "Write 'entry-train-1606-776' to /exports/rollup_train_1606.log.", "seed": 43606, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_1606.log"}, {"key": "/exports/rollup_train_1606.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1606-776"}], "task_id": "train_files_1606", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 43607, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1607", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1608": {"id": "at1608", "status": "active", "tier": "basic"}, "bt1608": {"id": "bt1608", "status": "active", "tier": "plus"}}}, "instruction": "Archive account at1608 by closing it with reason compliance.", "seed": 43608, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1608.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1608.closed_reason", "value": "compliance"}], "task_id": "train_crud_1608", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1609", "text": "latency incident 11 root cause and mitigation timeline", "title": "Latency Incident Brief 1609"}, {"id": "xt1609", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1609"}]}, "instruction": "Find relevant docs for 'latency incident 11'.", "seed": 43609, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1609", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2387}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_0.txt": "seed 1610"}}, "instruction": "Store the text 'entry-train-1610-310' at /notes/rollup_train_1610.txt.", "seed": 43610, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_1610.txt"}, {"key": "/notes/rollup_train_1610.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1610-310"}], "task_id": "train_files_1610", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 43611, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1611", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1612": {"id": "at1612", "status": "active", "tier": "premium"}, "bt1612": {"id": "bt1612", "status": "active", "tier": "premium"}}}, "instruction": "Update account at1612 so tier is plus.", "seed": 43612, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1612.tier", "value": "plus"}], "task_id": "train_crud_1612", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1613", "text": "onboarding incident 15 root cause and mitigation timeline", "title": "Onboarding Incident Brief 1613"}, {"id": "xt1613", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1613"}]}, "instruction": "Run document search with query 'onboarding incident 15'.", "seed": 43613, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1613", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_4.txt": "seed 1614"}}, "instruction": "Store the text 'entry-train-1614-478' at /drafts/runbook_train_1614.txt.", "seed": 43614, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_train_1614.txt"}, {"key": "/drafts/runbook_train_1614.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1614-478"}], "task_id": "train_files_1614", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 43615, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1615", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2393}}}], "gold_summary": null, "initial_state": {"accounts": {"at1616": {"id": "at1616", "status": "active", "tier": "basic"}, "bt1616": {"id": "bt1616", "status": "active", "tier": "basic"}}}, "instruction": "Create a new account with id nt1616.", "seed": 43616, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1616"}, {"op": "equals", "path": "accounts.nt1616.status", "value": "active"}], "task_id": "train_crud_1616", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1617", "text": "compliance incident 2 root cause and mitigation timeline", "title": "Compliance Incident Brief 1617"}, {"id": "xt1617", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1617"}]}, "instruction": "Run document search with query 'compliance incident 2'.", "seed": 43617, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1617", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_1.txt": "seed 1618"}}, "instruction": "Create file /exports/rollup_train_1618.md with content 'entry-train-1618-490'.", "seed": 43618, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_1618.md"}, {"key": "/exports/rollup_train_1618.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1618-490"}], "task_id": "train_files_1618", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 43619, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1619", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1620": {"id": "at1620", "status": "active", "tier": "enterprise"}, "bt1620": {"id": "bt1620", "status": "active", "tier": "enterprise"}}}, "instruction": "Deactivate user account at1620; use reason risk_review.", "seed": 43620, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1620.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1620.closed_reason", "value": "risk_review"}], "task_id": "train_crud_1620", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1621", "text": "retention incident 6 root cause and mitigation timeline", "title": "Retention Incident Brief 1621"}, {"id": "xt1621", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1621"}]}, "instruction": "Search docs for 'retention incident 6' and inspect top results.", "seed": 43621, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1621", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2399}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_5.txt": "seed 1622"}}, "instruction": "Write 'entry-train-1622-116' to /reports/summary_train_1622.log.", "seed": 43622, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_1622.log"}, {"key": "/reports/summary_train_1622.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1622-116"}], "task_id": "train_files_1622", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 43623, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1623", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1624": {"id": "at1624", "status": "active", "tier": "plus"}, "bt1624": {"id": "bt1624", "status": "active", "tier": "enterprise"}}}, "instruction": "Set the subscription tier for at1624 to enterprise.", "seed": 43624, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1624.tier", "value": "enterprise"}], "task_id": "train_crud_1624", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1625", "text": "onboarding incident 10 root cause and mitigation timeline", "title": "Onboarding Incident Brief 1625"}, {"id": "xt1625", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1625"}]}, "instruction": "Run document search with query 'onboarding incident 10'.", "seed": 43625, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1625", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_2.txt": "seed 1626"}}, "instruction": "Create file /notes/rollup_train_1626.log with content 'entry-train-1626-939'.", "seed": 43626, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_1626.log"}, {"key": "/notes/rollup_train_1626.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1626-939"}], "task_id": "train_files_1626", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 43627, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1627", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2405}}}], "gold_summary": null, "initial_state": {"accounts": {"at1628": {"id": "at1628", "status": "active", "tier": "enterprise"}, "bt1628": {"id": "bt1628", "status": "active", "tier": "basic"}}}, "instruction": "Add customer account nt1628.", "seed": 43628, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1628"}, {"op": "equals", "path": "accounts.nt1628.status", "value": "active"}], "task_id": "train_crud_1628", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1629", "text": "compliance incident 14 root cause and mitigation timeline", "title": "Compliance Incident Brief 1629"}, {"id": "xt1629", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1629"}]}, "instruction": "Find relevant docs for 'compliance incident 14'.", "seed": 43629, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1629", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_6.txt": "seed 1630"}}, "instruction": "Store the text 'entry-train-1630-659' at /notes/runbook_train_1630.md.", "seed": 43630, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_1630.md"}, {"key": "/notes/runbook_train_1630.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1630-659"}], "task_id": "train_files_1630", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 43631, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1631", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1632": {"id": "at1632", "status": "active", "tier": "premium"}, "bt1632": {"id": "bt1632", "status": "active", "tier": "enterprise"}}}, "instruction": "Close account at1632 and mark the reason as user_request.", "seed": 43632, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1632.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1632.closed_reason", "value": "user_request"}], "task_id": "train_crud_1632", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1633", "text": "retention incident 1 root cause and mitigation timeline", "title": "Retention Incident Brief 1633"}, {"id": "xt1633", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1633"}]}, "instruction": "Run document search with query 'retention incident 1'.", "seed": 43633, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1633", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2411}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_3.txt": "seed 1634"}}, "instruction": "Store the text 'entry-train-1634-635' at /snapshots/delta_train_1634.txt.", "seed": 43634, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/delta_train_1634.txt"}, {"key": "/snapshots/delta_train_1634.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1634-635"}], "task_id": "train_files_1634", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 43635, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1635", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1636": {"id": "at1636", "status": "active", "tier": "basic"}, "bt1636": {"id": "bt1636", "status": "active", "tier": "premium"}}}, "instruction": "Patch account at1636 with tier=enterprise.", "seed": 43636, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1636.tier", "value": "enterprise"}], "task_id": "train_crud_1636", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1637", "text": "latency incident 5 root cause and mitigation timeline", "title": "Latency Incident Brief 1637"}, {"id": "xt1637", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1637"}]}, "instruction": "Search docs for 'latency incident 5' and inspect top results.", "seed": 43637, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1637", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_0.txt": "seed 1638"}}, "instruction": "Store the text 'entry-train-1638-580' at /snapshots/rollup_train_1638.log.", "seed": 43638, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_1638.log"}, {"key": "/snapshots/rollup_train_1638.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1638-580"}], "task_id": "train_files_1638", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 43639, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1639", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2417}}}], "gold_summary": null, "initial_state": {"accounts": {"at1640": {"id": "at1640", "status": "active", "tier": "premium"}, "bt1640": {"id": "bt1640", "status": "active", "tier": "basic"}}}, "instruction": "Add customer account nt1640.", "seed": 43640, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1640"}, {"op": "equals", "path": "accounts.nt1640.status", "value": "active"}], "task_id": "train_crud_1640", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1641", "text": "onboarding incident 9 root cause and mitigation timeline", "title": "Onboarding Incident Brief 1641"}, {"id": "xt1641", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1641"}]}, "instruction": "Find relevant docs for 'onboarding incident 9'.", "seed": 43641, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1641", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_4.txt": "seed 1642"}}, "instruction": "Create file /notes/runbook_train_1642.txt with content 'entry-train-1642-744'.", "seed": 43642, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_1642.txt"}, {"key": "/notes/runbook_train_1642.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1642-744"}], "task_id": "train_files_1642", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 43643, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1643", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1644": {"id": "at1644", "status": "active", "tier": "basic"}, "bt1644": {"id": "bt1644", "status": "active", "tier": "enterprise"}}}, "instruction": "Close account at1644 and mark the reason as user_request.", "seed": 43644, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1644.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1644.closed_reason", "value": "user_request"}], "task_id": "train_crud_1644", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1645", "text": "onboarding incident 13 root cause and mitigation timeline", "title": "Onboarding Incident Brief 1645"}, {"id": "xt1645", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1645"}]}, "instruction": "Run document search with query 'onboarding incident 13'.", "seed": 43645, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1645", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2423}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_1.txt": "seed 1646"}}, "instruction": "Create file /exports/status_train_1646.log with content 'entry-train-1646-387'.", "seed": 43646, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_1646.log"}, {"key": "/exports/status_train_1646.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1646-387"}], "task_id": "train_files_1646", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 43647, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1647", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1648": {"id": "at1648", "status": "active", "tier": "plus"}, "bt1648": {"id": "bt1648", "status": "active", "tier": "plus"}}}, "instruction": "Patch account at1648 with tier=enterprise.", "seed": 43648, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1648.tier", "value": "enterprise"}], "task_id": "train_crud_1648", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1649", "text": "latency incident 0 root cause and mitigation timeline", "title": "Latency Incident Brief 1649"}, {"id": "xt1649", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1649"}]}, "instruction": "Run document search with query 'latency incident 0'.", "seed": 43649, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1649", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_5.txt": "seed 1650"}}, "instruction": "Store the text 'entry-train-1650-918' at /drafts/rollup_train_1650.txt.", "seed": 43650, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_1650.txt"}, {"key": "/drafts/rollup_train_1650.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1650-918"}], "task_id": "train_files_1650", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 43651, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1651", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2429}}}], "gold_summary": null, "initial_state": {"accounts": {"at1652": {"id": "at1652", "status": "active", "tier": "plus"}, "bt1652": {"id": "bt1652", "status": "active", "tier": "enterprise"}}}, "instruction": "Register account nt1652 with active status.", "seed": 43652, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1652"}, {"op": "equals", "path": "accounts.nt1652.status", "value": "active"}], "task_id": "train_crud_1652", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1653", "text": "security incident 4 root cause and mitigation timeline", "title": "Security Incident Brief 1653"}, {"id": "xt1653", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1653"}]}, "instruction": "Find relevant docs for 'security incident 4'.", "seed": 43653, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1653", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_2.txt": "seed 1654"}}, "instruction": "Create file /drafts/status_train_1654.log with content 'entry-train-1654-851'.", "seed": 43654, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/status_train_1654.log"}, {"key": "/drafts/status_train_1654.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1654-851"}], "task_id": "train_files_1654", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 43655, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1655", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1656": {"id": "at1656", "status": "active", "tier": "enterprise"}, "bt1656": {"id": "bt1656", "status": "active", "tier": "enterprise"}}}, "instruction": "Deactivate user account at1656; use reason duplicate_account.", "seed": 43656, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1656.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1656.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_1656", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1657", "text": "retention incident 8 root cause and mitigation timeline", "title": "Retention Incident Brief 1657"}, {"id": "xt1657", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1657"}]}, "instruction": "Search docs for 'retention incident 8' and inspect top results.", "seed": 43657, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1657", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2435}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_6.txt": "seed 1658"}}, "instruction": "Write 'entry-train-1658-368' to /snapshots/rollup_train_1658.md.", "seed": 43658, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_1658.md"}, {"key": "/snapshots/rollup_train_1658.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1658-368"}], "task_id": "train_files_1658", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 43659, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1659", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1660": {"id": "at1660", "status": "active", "tier": "enterprise"}, "bt1660": {"id": "bt1660", "status": "active", "tier": "premium"}}}, "instruction": "Patch account at1660 with tier=plus.", "seed": 43660, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1660.tier", "value": "plus"}], "task_id": "train_crud_1660", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1661", "text": "billing incident 12 root cause and mitigation timeline", "title": "Billing Incident Brief 1661"}, {"id": "xt1661", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1661"}]}, "instruction": "Find relevant docs for 'billing incident 12'.", "seed": 43661, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1661", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 1662"}}, "instruction": "Create file /exports/rollup_train_1662.log with content 'entry-train-1662-767'.", "seed": 43662, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_1662.log"}, {"key": "/exports/rollup_train_1662.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1662-767"}], "task_id": "train_files_1662", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2441}}}], "gold_summary": null, "initial_state": {"accounts": {"at1664": {"id": "at1664", "status": "active", "tier": "premium"}, "bt1664": {"id": "bt1664", "status": "active", "tier": "enterprise"}}}, "instruction": "Register account nt1664 with active status.", "seed": 43664, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1664"}, {"op": "equals", "path": "accounts.nt1664.status", "value": "active"}], "task_id": "train_crud_1664", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_0.txt": "seed 1666"}}, "instruction": "Store the text 'entry-train-1666-445' at /notes/status_train_1666.log.", "seed": 43666, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_train_1666.log"}, {"key": "/notes/status_train_1666.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1666-445"}], "task_id": "train_files_1666", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 43667, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1667", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1673", "text": "retention incident 7 root cause and mitigation timeline", "title": "Retention Incident Brief 1673"}, {"id": "xt1673", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1673"}]}, "instruction": "Search docs for 'retention incident 7' and inspect top results.", "seed": 43673, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1673", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 1674"}}, "instruction": "Store the text 'entry-train-1674-772' at /notes/status_train_1674.md.", "seed": 43674, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_train_1674.md"}, {"key": "/notes/status_train_1674.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1674-772"}], "task_id": "train_files_1674", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2453}}}], "gold_summary": null, "initial_state": {"accounts": {"at1676": {"id": "at1676", "status": "active", "tier": "plus"}, "bt1676": {"id": "bt1676", "status": "active", "tier": "premium"}}}, "instruction": "Register account nt1676 with active status.", "seed": 43676, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1676"}, {"op": "equals", "path": "accounts.nt1676.status", "value": "active"}], "task_id": "train_crud_1676", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1685", "text": "compliance incident 2 root cause and mitigation timeline", "title": "Compliance Incident Brief 1685"}, {"id": "xt1685", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1685"}]}, "instruction": "Search docs for 'compliance incident 2' and inspect top results.", "seed": 43685, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1685", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_6.txt": "seed 1686"}}, "instruction": "Store the text 'entry-train-1686-685' at /reports/summary_train_1686.txt.", "seed": 43686, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_1686.txt"}, {"key": "/reports/summary_train_1686.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1686-685"}], "task_id": "train_files_1686", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 43687, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1687", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2465}}}], "gold_summary": null, "initial_state": {"accounts": {"at1688": {"id": "at1688", "status": "active", "tier": "plus"}, "bt1688": {"id": "bt1688", "status": "active", "tier": "basic"}}}, "instruction": "Create a new account with id nt1688.", "seed": 43688, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1688"}, {"op": "equals", "path": "accounts.nt1688.status", "value": "active"}], "task_id": "train_crud_1688", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1689", "text": "retention incident 6 root cause and mitigation timeline", "title": "Retention Incident Brief 1689"}, {"id": "xt1689", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1689"}]}, "instruction": "Run document search with query 'retention incident 6'.", "seed": 43689, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1689", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_3.txt": "seed 1690"}}, "instruction": "Write 'entry-train-1690-688' to /drafts/runbook_train_1690.md.", "seed": 43690, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_train_1690.md"}, {"key": "/drafts/runbook_train_1690.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1690-688"}], "task_id": "train_files_1690", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 43691, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1691", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1692": {"id": "at1692", "status": "active", "tier": "basic"}, "bt1692": {"id": "bt1692", "status": "active", "tier": "plus"}}}, "instruction": "Deactivate user account at1692; use reason user_request.", "seed": 43692, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1692.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1692.closed_reason", "value": "user_request"}], "task_id": "train_crud_1692", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1693", "text": "retention incident 10 root cause and mitigation timeline", "title": "Retention Incident Brief 1693"}, {"id": "xt1693", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1693"}]}, "instruction": "Search docs for 'retention incident 10' and inspect top results.", "seed": 43693, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1693", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2471}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_0.txt": "seed 1694"}}, "instruction": "Store the text 'entry-train-1694-441' at /notes/delta_train_1694.md.", "seed": 43694, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_train_1694.md"}, {"key": "/notes/delta_train_1694.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1694-441"}], "task_id": "train_files_1694", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 43695, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1695", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1696": {"id": "at1696", "status": "active", "tier": "basic"}, "bt1696": {"id": "bt1696", "status": "active", "tier": "premium"}}}, "instruction": "Update account at1696 so tier is premium.", "seed": 43696, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1696.tier", "value": "premium"}], "task_id": "train_crud_1696", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1697", "text": "latency incident 14 root cause and mitigation timeline", "title": "Latency Incident Brief 1697"}, {"id": "xt1697", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1697"}]}, "instruction": "Search docs for 'latency incident 14' and inspect top results.", "seed": 43697, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1697", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_4.txt": "seed 1698"}}, "instruction": "Write 'entry-train-1698-776' to /notes/summary_train_1698.md.", "seed": 43698, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_1698.md"}, {"key": "/notes/summary_train_1698.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1698-776"}], "task_id": "train_files_1698", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 43699, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1699", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2477}}}], "gold_summary": null, "initial_state": {"accounts": {"at1700": {"id": "at1700", "status": "active", "tier": "premium"}, "bt1700": {"id": "bt1700", "status": "active", "tier": "basic"}}}, "instruction": "Add customer account nt1700.", "seed": 43700, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1700"}, {"op": "equals", "path": "accounts.nt1700.status", "value": "active"}], "task_id": "train_crud_1700", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1701", "text": "compliance incident 1 root cause and mitigation timeline", "title": "Compliance Incident Brief 1701"}, {"id": "xt1701", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1701"}]}, "instruction": "Search docs for 'compliance incident 1' and inspect top results.", "seed": 43701, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1701", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_1.txt": "seed 1702"}}, "instruction": "Store the text 'entry-train-1702-837' at /reports/status_train_1702.txt.", "seed": 43702, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/status_train_1702.txt"}, {"key": "/reports/status_train_1702.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1702-837"}], "task_id": "train_files_1702", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 43703, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1703", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1704": {"id": "at1704", "status": "active", "tier": "premium"}, "bt1704": {"id": "bt1704", "status": "active", "tier": "enterprise"}}}, "instruction": "Close account at1704 and mark the reason as user_request.", "seed": 43704, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1704.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1704.closed_reason", "value": "user_request"}], "task_id": "train_crud_1704", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1705", "text": "latency incident 5 root cause and mitigation timeline", "title": "Latency Incident Brief 1705"}, {"id": "xt1705", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1705"}]}, "instruction": "Run document search with query 'latency incident 5'.", "seed": 43705, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1705", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2483}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_5.txt": "seed 1706"}}, "instruction": "Store the text 'entry-train-1706-316' at /reports/rollup_train_1706.txt.", "seed": 43706, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_1706.txt"}, {"key": "/reports/rollup_train_1706.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1706-316"}], "task_id": "train_files_1706", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 43707, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1707", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1708": {"id": "at1708", "status": "active", "tier": "plus"}, "bt1708": {"id": "bt1708", "status": "active", "tier": "basic"}}}, "instruction": "Patch account at1708 with tier=basic.", "seed": 43708, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1708.tier", "value": "basic"}], "task_id": "train_crud_1708", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1709", "text": "compliance incident 9 root cause and mitigation timeline", "title": "Compliance Incident Brief 1709"}, {"id": "xt1709", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1709"}]}, "instruction": "Run document search with query 'compliance incident 9'.", "seed": 43709, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1709", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_2.txt": "seed 1710"}}, "instruction": "Store the text 'entry-train-1710-818' at /notes/summary_train_1710.txt.", "seed": 43710, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_1710.txt"}, {"key": "/notes/summary_train_1710.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1710-818"}], "task_id": "train_files_1710", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 43711, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1711", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2489}}}], "gold_summary": null, "initial_state": {"accounts": {"at1712": {"id": "at1712", "status": "active", "tier": "basic"}, "bt1712": {"id": "bt1712", "status": "active", "tier": "basic"}}}, "instruction": "Register account nt1712 with active status.", "seed": 43712, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1712"}, {"op": "equals", "path": "accounts.nt1712.status", "value": "active"}], "task_id": "train_crud_1712", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1713", "text": "onboarding incident 13 root cause and mitigation timeline", "title": "Onboarding Incident Brief 1713"}, {"id": "xt1713", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1713"}]}, "instruction": "Find relevant docs for 'onboarding incident 13'.", "seed": 43713, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1713", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_6.txt": "seed 1714"}}, "instruction": "Store the text 'entry-train-1714-609' at /reports/summary_train_1714.txt.", "seed": 43714, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_1714.txt"}, {"key": "/reports/summary_train_1714.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1714-609"}], "task_id": "train_files_1714", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 43715, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1715", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1716": {"id": "at1716", "status": "active", "tier": "enterprise"}, "bt1716": {"id": "bt1716", "status": "active", "tier": "basic"}}}, "instruction": "Deactivate user account at1716; use reason risk_review.", "seed": 43716, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1716.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1716.closed_reason", "value": "risk_review"}], "task_id": "train_crud_1716", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1717", "text": "security incident 0 root cause and mitigation timeline", "title": "Security Incident Brief 1717"}, {"id": "xt1717", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1717"}]}, "instruction": "Find relevant docs for 'security incident 0'.", "seed": 43717, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1717", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2495}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_3.txt": "seed 1718"}}, "instruction": "Create file /drafts/runbook_train_1718.txt with content 'entry-train-1718-223'.", "seed": 43718, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_train_1718.txt"}, {"key": "/drafts/runbook_train_1718.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1718-223"}], "task_id": "train_files_1718", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 43719, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1719", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1720": {"id": "at1720", "status": "active", "tier": "premium"}, "bt1720": {"id": "bt1720", "status": "active", "tier": "plus"}}}, "instruction": "Set the subscription tier for at1720 to enterprise.", "seed": 43720, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1720.tier", "value": "enterprise"}], "task_id": "train_crud_1720", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1721", "text": "onboarding incident 4 root cause and mitigation timeline", "title": "Onboarding Incident Brief 1721"}, {"id": "xt1721", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1721"}]}, "instruction": "Search docs for 'onboarding incident 4' and inspect top results.", "seed": 43721, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1721", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_0.txt": "seed 1722"}}, "instruction": "Write 'entry-train-1722-896' to /reports/delta_train_1722.md.", "seed": 43722, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/delta_train_1722.md"}, {"key": "/reports/delta_train_1722.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1722-896"}], "task_id": "train_files_1722", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 43723, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1723", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2501}}}], "gold_summary": null, "initial_state": {"accounts": {"at1724": {"id": "at1724", "status": "active", "tier": "basic"}, "bt1724": {"id": "bt1724", "status": "active", "tier": "basic"}}}, "instruction": "Add customer account nt1724.", "seed": 43724, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1724"}, {"op": "equals", "path": "accounts.nt1724.status", "value": "active"}], "task_id": "train_crud_1724", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1725", "text": "retention incident 8 root cause and mitigation timeline", "title": "Retention Incident Brief 1725"}, {"id": "xt1725", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1725"}]}, "instruction": "Run document search with query 'retention incident 8'.", "seed": 43725, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1725", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_4.txt": "seed 1726"}}, "instruction": "Write 'entry-train-1726-229' to /snapshots/rollup_train_1726.log.", "seed": 43726, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_1726.log"}, {"key": "/snapshots/rollup_train_1726.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1726-229"}], "task_id": "train_files_1726", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 43727, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1727", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1728": {"id": "at1728", "status": "active", "tier": "plus"}, "bt1728": {"id": "bt1728", "status": "active", "tier": "basic"}}}, "instruction": "Archive account at1728 by closing it with reason risk_review.", "seed": 43728, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1728.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1728.closed_reason", "value": "risk_review"}], "task_id": "train_crud_1728", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1729", "text": "compliance incident 12 root cause and mitigation timeline", "title": "Compliance Incident Brief 1729"}, {"id": "xt1729", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1729"}]}, "instruction": "Search docs for 'compliance incident 12' and inspect top results.", "seed": 43729, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1729", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2507}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_1.txt": "seed 1730"}}, "instruction": "Store the text 'entry-train-1730-104' at /exports/runbook_train_1730.md.", "seed": 43730, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_1730.md"}, {"key": "/exports/runbook_train_1730.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1730-104"}], "task_id": "train_files_1730", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 43731, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1731", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1732": {"id": "at1732", "status": "active", "tier": "basic"}, "bt1732": {"id": "bt1732", "status": "active", "tier": "premium"}}}, "instruction": "Patch account at1732 with tier=enterprise.", "seed": 43732, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1732.tier", "value": "enterprise"}], "task_id": "train_crud_1732", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1733", "text": "compliance incident 16 root cause and mitigation timeline", "title": "Compliance Incident Brief 1733"}, {"id": "xt1733", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1733"}]}, "instruction": "Run document search with query 'compliance incident 16'.", "seed": 43733, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1733", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_5.txt": "seed 1734"}}, "instruction": "Write 'entry-train-1734-915' to /reports/status_train_1734.txt.", "seed": 43734, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/status_train_1734.txt"}, {"key": "/reports/status_train_1734.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1734-915"}], "task_id": "train_files_1734", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 43735, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1735", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2513}}}], "gold_summary": null, "initial_state": {"accounts": {"at1736": {"id": "at1736", "status": "active", "tier": "basic"}, "bt1736": {"id": "bt1736", "status": "active", "tier": "premium"}}}, "instruction": "Register account nt1736 with active status.", "seed": 43736, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1736"}, {"op": "equals", "path": "accounts.nt1736.status", "value": "active"}], "task_id": "train_crud_1736", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1737", "text": "security incident 3 root cause and mitigation timeline", "title": "Security Incident Brief 1737"}, {"id": "xt1737", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1737"}]}, "instruction": "Run document search with query 'security incident 3'.", "seed": 43737, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1737", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_2.txt": "seed 1738"}}, "instruction": "Write 'entry-train-1738-144' to /exports/delta_train_1738.md.", "seed": 43738, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_train_1738.md"}, {"key": "/exports/delta_train_1738.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1738-144"}], "task_id": "train_files_1738", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 43739, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1739", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1740": {"id": "at1740", "status": "active", "tier": "enterprise"}, "bt1740": {"id": "bt1740", "status": "active", "tier": "basic"}}}, "instruction": "Close account at1740 and mark the reason as user_request.", "seed": 43740, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1740.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1740.closed_reason", "value": "user_request"}], "task_id": "train_crud_1740", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1741", "text": "retention incident 7 root cause and mitigation timeline", "title": "Retention Incident Brief 1741"}, {"id": "xt1741", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1741"}]}, "instruction": "Find relevant docs for 'retention incident 7'.", "seed": 43741, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1741", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2519}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_6.txt": "seed 1742"}}, "instruction": "Store the text 'entry-train-1742-303' at /notes/runbook_train_1742.md.", "seed": 43742, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_1742.md"}, {"key": "/notes/runbook_train_1742.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1742-303"}], "task_id": "train_files_1742", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 43743, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1743", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1744": {"id": "at1744", "status": "active", "tier": "plus"}, "bt1744": {"id": "bt1744", "status": "active", "tier": "plus"}}}, "instruction": "Patch account at1744 with tier=basic.", "seed": 43744, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1744.tier", "value": "basic"}], "task_id": "train_crud_1744", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1745", "text": "security incident 11 root cause and mitigation timeline", "title": "Security Incident Brief 1745"}, {"id": "xt1745", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1745"}]}, "instruction": "Search docs for 'security incident 11' and inspect top results.", "seed": 43745, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1745", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_3.txt": "seed 1746"}}, "instruction": "Write 'entry-train-1746-596' to /reports/rollup_train_1746.log.", "seed": 43746, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_1746.log"}, {"key": "/reports/rollup_train_1746.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1746-596"}], "task_id": "train_files_1746", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 43747, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1747", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2525}}}], "gold_summary": null, "initial_state": {"accounts": {"at1748": {"id": "at1748", "status": "active", "tier": "enterprise"}, "bt1748": {"id": "bt1748", "status": "active", "tier": "enterprise"}}}, "instruction": "Register account nt1748 with active status.", "seed": 43748, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1748"}, {"op": "equals", "path": "accounts.nt1748.status", "value": "active"}], "task_id": "train_crud_1748", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1749", "text": "security incident 15 root cause and mitigation timeline", "title": "Security Incident Brief 1749"}, {"id": "xt1749", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1749"}]}, "instruction": "Find relevant docs for 'security incident 15'.", "seed": 43749, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1749", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_0.txt": "seed 1750"}}, "instruction": "Create file /drafts/runbook_train_1750.md with content 'entry-train-1750-307'.", "seed": 43750, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_train_1750.md"}, {"key": "/drafts/runbook_train_1750.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1750-307"}], "task_id": "train_files_1750", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 43751, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1751", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1752": {"id": "at1752", "status": "active", "tier": "plus"}, "bt1752": {"id": "bt1752", "status": "active", "tier": "enterprise"}}}, "instruction": "Deactivate user account at1752; use reason compliance.", "seed": 43752, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1752.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1752.closed_reason", "value": "compliance"}], "task_id": "train_crud_1752", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1753", "text": "security incident 2 root cause and mitigation timeline", "title": "Security Incident Brief 1753"}, {"id": "xt1753", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1753"}]}, "instruction": "Search docs for 'security incident 2' and inspect top results.", "seed": 43753, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1753", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2531}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_4.txt": "seed 1754"}}, "instruction": "Store the text 'entry-train-1754-908' at /exports/delta_train_1754.txt.", "seed": 43754, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_train_1754.txt"}, {"key": "/exports/delta_train_1754.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1754-908"}], "task_id": "train_files_1754", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 43755, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1755", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1756": {"id": "at1756", "status": "active", "tier": "plus"}, "bt1756": {"id": "bt1756", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at1756 with tier=basic.", "seed": 43756, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1756.tier", "value": "basic"}], "task_id": "train_crud_1756", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1757", "text": "security incident 6 root cause and mitigation timeline", "title": "Security Incident Brief 1757"}, {"id": "xt1757", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1757"}]}, "instruction": "Run document search with query 'security incident 6'.", "seed": 43757, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1757", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_1.txt": "seed 1758"}}, "instruction": "Create file /snapshots/runbook_train_1758.txt with content 'entry-train-1758-847'.", "seed": 43758, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/runbook_train_1758.txt"}, {"key": "/snapshots/runbook_train_1758.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1758-847"}], "task_id": "train_files_1758", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 43759, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1759", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2537}}}], "gold_summary": null, "initial_state": {"accounts": {"at1760": {"id": "at1760", "status": "active", "tier": "plus"}, "bt1760": {"id": "bt1760", "status": "active", "tier": "plus"}}}, "instruction": "Add customer account nt1760.", "seed": 43760, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1760"}, {"op": "equals", "path": "accounts.nt1760.status", "value": "active"}], "task_id": "train_crud_1760", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1761", "text": "billing incident 10 root cause and mitigation timeline", "title": "Billing Incident Brief 1761"}, {"id": "xt1761", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1761"}]}, "instruction": "Search docs for 'billing incident 10' and inspect top results.", "seed": 43761, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1761", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_5.txt": "seed 1762"}}, "instruction": "Store the text 'entry-train-1762-887' at /reports/rollup_train_1762.log.", "seed": 43762, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_1762.log"}, {"key": "/reports/rollup_train_1762.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1762-887"}], "task_id": "train_files_1762", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 43763, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1763", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1764": {"id": "at1764", "status": "active", "tier": "basic"}, "bt1764": {"id": "bt1764", "status": "active", "tier": "enterprise"}}}, "instruction": "Close account at1764 and mark the reason as risk_review.", "seed": 43764, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1764.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1764.closed_reason", "value": "risk_review"}], "task_id": "train_crud_1764", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1765", "text": "onboarding incident 14 root cause and mitigation timeline", "title": "Onboarding Incident Brief 1765"}, {"id": "xt1765", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1765"}]}, "instruction": "Find relevant docs for 'onboarding incident 14'.", "seed": 43765, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1765", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2543}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_2.txt": "seed 1766"}}, "instruction": "Create file /snapshots/status_train_1766.txt with content 'entry-train-1766-467'.", "seed": 43766, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_1766.txt"}, {"key": "/snapshots/status_train_1766.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1766-467"}], "task_id": "train_files_1766", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 43767, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1767", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1768": {"id": "at1768", "status": "active", "tier": "premium"}, "bt1768": {"id": "bt1768", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at1768 with tier=basic.", "seed": 43768, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1768.tier", "value": "basic"}], "task_id": "train_crud_1768", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1769", "text": "compliance incident 1 root cause and mitigation timeline", "title": "Compliance Incident Brief 1769"}, {"id": "xt1769", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1769"}]}, "instruction": "Search docs for 'compliance incident 1' and inspect top results.", "seed": 43769, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1769", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_6.txt": "seed 1770"}}, "instruction": "Create file /snapshots/status_train_1770.md with content 'entry-train-1770-741'.", "seed": 43770, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_1770.md"}, {"key": "/snapshots/status_train_1770.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1770-741"}], "task_id": "train_files_1770", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 43771, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1771", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2549}}}], "gold_summary": null, "initial_state": {"accounts": {"at1772": {"id": "at1772", "status": "active", "tier": "premium"}, "bt1772": {"id": "bt1772", "status": "active", "tier": "basic"}}}, "instruction": "Register account nt1772 with active status.", "seed": 43772, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1772"}, {"op": "equals", "path": "accounts.nt1772.status", "value": "active"}], "task_id": "train_crud_1772", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1773", "text": "compliance incident 5 root cause and mitigation timeline", "title": "Compliance Incident Brief 1773"}, {"id": "xt1773", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1773"}]}, "instruction": "Find relevant docs for 'compliance incident 5'.", "seed": 43773, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1773", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_3.txt": "seed 1774"}}, "instruction": "Write 'entry-train-1774-913' to /notes/delta_train_1774.log.", "seed": 43774, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_train_1774.log"}, {"key": "/notes/delta_train_1774.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1774-913"}], "task_id": "train_files_1774", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 43775, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1775", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1776": {"id": "at1776", "status": "active", "tier": "premium"}, "bt1776": {"id": "bt1776", "status": "active", "tier": "basic"}}}, "instruction": "Deactivate user account at1776; use reason compliance.", "seed": 43776, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1776.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1776.closed_reason", "value": "compliance"}], "task_id": "train_crud_1776", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1777", "text": "compliance incident 9 root cause and mitigation timeline", "title": "Compliance Incident Brief 1777"}, {"id": "xt1777", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1777"}]}, "instruction": "Search docs for 'compliance incident 9' and inspect top results.", "seed": 43777, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1777", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2555}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_0.txt": "seed 1778"}}, "instruction": "Store the text 'entry-train-1778-763' at /exports/runbook_train_1778.txt.", "seed": 43778, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_1778.txt"}, {"key": "/exports/runbook_train_1778.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1778-763"}], "task_id": "train_files_1778", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1780": {"id": "at1780", "status": "active", "tier": "premium"}, "bt1780": {"id": "bt1780", "status": "active", "tier": "basic"}}}, "instruction": "Patch account at1780 with tier=basic.", "seed": 43780, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1780.tier", "value": "basic"}], "task_id": "train_crud_1780", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 43787, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1787", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1788": {"id": "at1788", "status": "active", "tier": "basic"}, "bt1788": {"id": "bt1788", "status": "active", "tier": "enterprise"}}}, "instruction": "Close account at1788 and mark the reason as user_request.", "seed": 43788, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1788.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1788.closed_reason", "value": "user_request"}], "task_id": "train_crud_1788", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1789", "text": "compliance incident 4 root cause and mitigation timeline", "title": "Compliance Incident Brief 1789"}, {"id": "xt1789", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1789"}]}, "instruction": "Run document search with query 'compliance incident 4'.", "seed": 43789, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1789", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2567}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_5.txt": "seed 1790"}}, "instruction": "Write 'entry-train-1790-382' to /reports/summary_train_1790.txt.", "seed": 43790, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_1790.txt"}, {"key": "/reports/summary_train_1790.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1790-382"}], "task_id": "train_files_1790", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 43791, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1791", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1792": {"id": "at1792", "status": "active", "tier": "basic"}, "bt1792": {"id": "bt1792", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at1792 with tier=premium.", "seed": 43792, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1792.tier", "value": "premium"}], "task_id": "train_crud_1792", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1793", "text": "compliance incident 8 root cause and mitigation timeline", "title": "Compliance Incident Brief 1793"}, {"id": "xt1793", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1793"}]}, "instruction": "Run document search with query 'compliance incident 8'.", "seed": 43793, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1793", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_2.txt": "seed 1794"}}, "instruction": "Write 'entry-train-1794-293' to /snapshots/summary_train_1794.md.", "seed": 43794, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/summary_train_1794.md"}, {"key": "/snapshots/summary_train_1794.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1794-293"}], "task_id": "train_files_1794", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 43795, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1795", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2573}}}], "gold_summary": null, "initial_state": {"accounts": {"at1796": {"id": "at1796", "status": "active", "tier": "premium"}, "bt1796": {"id": "bt1796", "status": "active", "tier": "premium"}}}, "instruction": "Add customer account nt1796.", "seed": 43796, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1796"}, {"op": "equals", "path": "accounts.nt1796.status", "value": "active"}], "task_id": "train_crud_1796", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1797", "text": "retention incident 12 root cause and mitigation timeline", "title": "Retention Incident Brief 1797"}, {"id": "xt1797", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1797"}]}, "instruction": "Run document search with query 'retention incident 12'.", "seed": 43797, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1797", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_6.txt": "seed 1798"}}, "instruction": "Create file /notes/delta_train_1798.log with content 'entry-train-1798-555'.", "seed": 43798, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_train_1798.log"}, {"key": "/notes/delta_train_1798.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1798-555"}], "task_id": "train_files_1798", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 43799, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1799", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1800": {"id": "at1800", "status": "active", "tier": "premium"}, "bt1800": {"id": "bt1800", "status": "active", "tier": "enterprise"}}}, "instruction": "Deactivate user account at1800; use reason duplicate_account.", "seed": 43800, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1800.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1800.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_1800", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1801", "text": "billing incident 16 root cause and mitigation timeline", "title": "Billing Incident Brief 1801"}, {"id": "xt1801", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1801"}]}, "instruction": "Run document search with query 'billing incident 16'.", "seed": 43801, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1801", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2579}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 1802"}}, "instruction": "Write 'entry-train-1802-733' to /exports/rollup_train_1802.txt.", "seed": 43802, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_1802.txt"}, {"key": "/exports/rollup_train_1802.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1802-733"}], "task_id": "train_files_1802", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 43803, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1803", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1804": {"id": "at1804", "status": "active", "tier": "plus"}, "bt1804": {"id": "bt1804", "status": "active", "tier": "plus"}}}, "instruction": "Update account at1804 so tier is basic.", "seed": 43804, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1804.tier", "value": "basic"}], "task_id": "train_crud_1804", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1805", "text": "latency incident 3 root cause and mitigation timeline", "title": "Latency Incident Brief 1805"}, {"id": "xt1805", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1805"}]}, "instruction": "Search docs for 'latency incident 3' and inspect top results.", "seed": 43805, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1805", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_0.txt": "seed 1806"}}, "instruction": "Write 'entry-train-1806-288' to /snapshots/runbook_train_1806.md.", "seed": 43806, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/runbook_train_1806.md"}, {"key": "/snapshots/runbook_train_1806.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1806-288"}], "task_id": "train_files_1806", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 43807, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1807", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2585}}}], "gold_summary": null, "initial_state": {"accounts": {"at1808": {"id": "at1808", "status": "active", "tier": "plus"}, "bt1808": {"id": "bt1808", "status": "active", "tier": "enterprise"}}}, "instruction": "Add customer account nt1808.", "seed": 43808, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1808"}, {"op": "equals", "path": "accounts.nt1808.status", "value": "active"}], "task_id": "train_crud_1808", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1809", "text": "security incident 7 root cause and mitigation timeline", "title": "Security Incident Brief 1809"}, {"id": "xt1809", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1809"}]}, "instruction": "Run document search with query 'security incident 7'.", "seed": 43809, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1809", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_4.txt": "seed 1810"}}, "instruction": "Write 'entry-train-1810-611' to /reports/summary_train_1810.md.", "seed": 43810, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_1810.md"}, {"key": "/reports/summary_train_1810.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1810-611"}], "task_id": "train_files_1810", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 43811, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1811", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1812": {"id": "at1812", "status": "active", "tier": "premium"}, "bt1812": {"id": "bt1812", "status": "active", "tier": "premium"}}}, "instruction": "Deactivate user account at1812; use reason compliance.", "seed": 43812, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1812.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1812.closed_reason", "value": "compliance"}], "task_id": "train_crud_1812", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1813", "text": "onboarding incident 11 root cause and mitigation timeline", "title": "Onboarding Incident Brief 1813"}, {"id": "xt1813", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1813"}]}, "instruction": "Find relevant docs for 'onboarding incident 11'.", "seed": 43813, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1813", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2591}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_1.txt": "seed 1814"}}, "instruction": "Store the text 'entry-train-1814-215' at /snapshots/runbook_train_1814.log.", "seed": 43814, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/runbook_train_1814.log"}, {"key": "/snapshots/runbook_train_1814.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1814-215"}], "task_id": "train_files_1814", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 43815, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1815", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1816": {"id": "at1816", "status": "active", "tier": "basic"}, "bt1816": {"id": "bt1816", "status": "active", "tier": "basic"}}}, "instruction": "Set the subscription tier for at1816 to premium.", "seed": 43816, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1816.tier", "value": "premium"}], "task_id": "train_crud_1816", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1817", "text": "compliance incident 15 root cause and mitigation timeline", "title": "Compliance Incident Brief 1817"}, {"id": "xt1817", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1817"}]}, "instruction": "Search docs for 'compliance incident 15' and inspect top results.", "seed": 43817, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1817", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_5.txt": "seed 1818"}}, "instruction": "Write 'entry-train-1818-756' to /exports/summary_train_1818.log.", "seed": 43818, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_1818.log"}, {"key": "/exports/summary_train_1818.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1818-756"}], "task_id": "train_files_1818", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 43819, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1819", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2597}}}], "gold_summary": null, "initial_state": {"accounts": {"at1820": {"id": "at1820", "status": "active", "tier": "plus"}, "bt1820": {"id": "bt1820", "status": "active", "tier": "basic"}}}, "instruction": "Add customer account nt1820.", "seed": 43820, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1820"}, {"op": "equals", "path": "accounts.nt1820.status", "value": "active"}], "task_id": "train_crud_1820", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1821", "text": "compliance incident 2 root cause and mitigation timeline", "title": "Compliance Incident Brief 1821"}, {"id": "xt1821", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1821"}]}, "instruction": "Find relevant docs for 'compliance incident 2'.", "seed": 43821, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1821", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_2.txt": "seed 1822"}}, "instruction": "Store the text 'entry-train-1822-425' at /snapshots/status_train_1822.md.", "seed": 43822, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_1822.md"}, {"key": "/snapshots/status_train_1822.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1822-425"}], "task_id": "train_files_1822", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 43823, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1823", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1824": {"id": "at1824", "status": "active", "tier": "enterprise"}, "bt1824": {"id": "bt1824", "status": "active", "tier": "enterprise"}}}, "instruction": "Close account at1824 and mark the reason as duplicate_account.", "seed": 43824, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1824.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1824.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_1824", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1825", "text": "latency incident 6 root cause and mitigation timeline", "title": "Latency Incident Brief 1825"}, {"id": "xt1825", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1825"}]}, "instruction": "Run document search with query 'latency incident 6'.", "seed": 43825, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1825", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2603}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_6.txt": "seed 1826"}}, "instruction": "Write 'entry-train-1826-189' to /exports/rollup_train_1826.log.", "seed": 43826, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_1826.log"}, {"key": "/exports/rollup_train_1826.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1826-189"}], "task_id": "train_files_1826", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 43827, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1827", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1828": {"id": "at1828", "status": "active", "tier": "plus"}, "bt1828": {"id": "bt1828", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at1828 with tier=enterprise.", "seed": 43828, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1828.tier", "value": "enterprise"}], "task_id": "train_crud_1828", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1829", "text": "security incident 10 root cause and mitigation timeline", "title": "Security Incident Brief 1829"}, {"id": "xt1829", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1829"}]}, "instruction": "Find relevant docs for 'security incident 10'.", "seed": 43829, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1829", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_3.txt": "seed 1830"}}, "instruction": "Create file /reports/status_train_1830.txt with content 'entry-train-1830-410'.", "seed": 43830, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/status_train_1830.txt"}, {"key": "/reports/status_train_1830.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1830-410"}], "task_id": "train_files_1830", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 43831, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1831", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2609}}}], "gold_summary": null, "initial_state": {"accounts": {"at1832": {"id": "at1832", "status": "active", "tier": "enterprise"}, "bt1832": {"id": "bt1832", "status": "active", "tier": "basic"}}}, "instruction": "Register account nt1832 with active status.", "seed": 43832, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1832"}, {"op": "equals", "path": "accounts.nt1832.status", "value": "active"}], "task_id": "train_crud_1832", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1833", "text": "retention incident 14 root cause and mitigation timeline", "title": "Retention Incident Brief 1833"}, {"id": "xt1833", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1833"}]}, "instruction": "Run document search with query 'retention incident 14'.", "seed": 43833, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1833", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_0.txt": "seed 1834"}}, "instruction": "Store the text 'entry-train-1834-827' at /drafts/delta_train_1834.md.", "seed": 43834, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_train_1834.md"}, {"key": "/drafts/delta_train_1834.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1834-827"}], "task_id": "train_files_1834", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 43835, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1835", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1836": {"id": "at1836", "status": "active", "tier": "enterprise"}, "bt1836": {"id": "bt1836", "status": "active", "tier": "premium"}}}, "instruction": "Deactivate user account at1836; use reason duplicate_account.", "seed": 43836, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1836.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1836.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_1836", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1837", "text": "onboarding incident 1 root cause and mitigation timeline", "title": "Onboarding Incident Brief 1837"}, {"id": "xt1837", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1837"}]}, "instruction": "Search docs for 'onboarding incident 1' and inspect top results.", "seed": 43837, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1837", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2615}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_4.txt": "seed 1838"}}, "instruction": "Create file /reports/summary_train_1838.txt with content 'entry-train-1838-368'.", "seed": 43838, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_1838.txt"}, {"key": "/reports/summary_train_1838.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1838-368"}], "task_id": "train_files_1838", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 43839, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1839", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1840": {"id": "at1840", "status": "active", "tier": "plus"}, "bt1840": {"id": "bt1840", "status": "active", "tier": "plus"}}}, "instruction": "Update account at1840 so tier is premium.", "seed": 43840, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1840.tier", "value": "premium"}], "task_id": "train_crud_1840", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 1842"}}, "instruction": "Store the text 'entry-train-1842-592' at /notes/runbook_train_1842.log.", "seed": 43842, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_1842.log"}, {"key": "/notes/runbook_train_1842.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1842-592"}], "task_id": "train_files_1842", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 43843, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1843", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2621}}}], "gold_summary": null, "initial_state": {"accounts": {"at1844": {"id": "at1844", "status": "active", "tier": "basic"}, "bt1844": {"id": "bt1844", "status": "active", "tier": "basic"}}}, "instruction": "Register account nt1844 with active status.", "seed": 43844, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1844"}, {"op": "equals", "path": "accounts.nt1844.status", "value": "active"}], "task_id": "train_crud_1844", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1845", "text": "security incident 9 root cause and mitigation timeline", "title": "Security Incident Brief 1845"}, {"id": "xt1845", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1845"}]}, "instruction": "Search docs for 'security incident 9' and inspect top results.", "seed": 43845, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1845", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_5.txt": "seed 1846"}}, "instruction": "Store the text 'entry-train-1846-999' at /drafts/runbook_train_1846.md.", "seed": 43846, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_train_1846.md"}, {"key": "/drafts/runbook_train_1846.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1846-999"}], "task_id": "train_files_1846", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 43847, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1847", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1849", "text": "latency incident 13 root cause and mitigation timeline", "title": "Latency Incident Brief 1849"}, {"id": "xt1849", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1849"}]}, "instruction": "Find relevant docs for 'latency incident 13'.", "seed": 43849, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1849", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2627}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_2.txt": "seed 1850"}}, "instruction": "Store the text 'entry-train-1850-884' at /reports/delta_train_1850.txt.", "seed": 43850, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/delta_train_1850.txt"}, {"key": "/reports/delta_train_1850.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1850-884"}], "task_id": "train_files_1850", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1852": {"id": "at1852", "status": "active", "tier": "premium"}, "bt1852": {"id": "bt1852", "status": "active", "tier": "premium"}}}, "instruction": "Set the subscription tier for at1852 to plus.", "seed": 43852, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1852.tier", "value": "plus"}], "task_id": "train_crud_1852", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1853", "text": "billing incident 0 root cause and mitigation timeline", "title": "Billing Incident Brief 1853"}, {"id": "xt1853", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1853"}]}, "instruction": "Find relevant docs for 'billing incident 0'.", "seed": 43853, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1853", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 43855, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1855", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2633}}}], "gold_summary": null, "initial_state": {"accounts": {"at1856": {"id": "at1856", "status": "active", "tier": "premium"}, "bt1856": {"id": "bt1856", "status": "active", "tier": "basic"}}}, "instruction": "Create a new account with id nt1856.", "seed": 43856, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1856"}, {"op": "equals", "path": "accounts.nt1856.status", "value": "active"}], "task_id": "train_crud_1856", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1857", "text": "security incident 4 root cause and mitigation timeline", "title": "Security Incident Brief 1857"}, {"id": "xt1857", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1857"}]}, "instruction": "Search docs for 'security incident 4' and inspect top results.", "seed": 43857, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1857", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_3.txt": "seed 1858"}}, "instruction": "Store the text 'entry-train-1858-806' at /drafts/delta_train_1858.log.", "seed": 43858, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_train_1858.log"}, {"key": "/drafts/delta_train_1858.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1858-806"}], "task_id": "train_files_1858", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 43859, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1859", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1860": {"id": "at1860", "status": "active", "tier": "plus"}, "bt1860": {"id": "bt1860", "status": "active", "tier": "enterprise"}}}, "instruction": "Deactivate user account at1860; use reason duplicate_account.", "seed": 43860, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1860.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1860.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_1860", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1861", "text": "retention incident 8 root cause and mitigation timeline", "title": "Retention Incident Brief 1861"}, {"id": "xt1861", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1861"}]}, "instruction": "Search docs for 'retention incident 8' and inspect top results.", "seed": 43861, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1861", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2639}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_0.txt": "seed 1862"}}, "instruction": "Create file /snapshots/delta_train_1862.log with content 'entry-train-1862-881'.", "seed": 43862, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/delta_train_1862.log"}, {"key": "/snapshots/delta_train_1862.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1862-881"}], "task_id": "train_files_1862", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 43863, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1863", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1864": {"id": "at1864", "status": "active", "tier": "basic"}, "bt1864": {"id": "bt1864", "status": "active", "tier": "plus"}}}, "instruction": "Patch account at1864 with tier=plus.", "seed": 43864, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1864.tier", "value": "plus"}], "task_id": "train_crud_1864", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1865", "text": "retention incident 12 root cause and mitigation timeline", "title": "Retention Incident Brief 1865"}, {"id": "xt1865", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1865"}]}, "instruction": "Run document search with query 'retention incident 12'.", "seed": 43865, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1865", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_4.txt": "seed 1866"}}, "instruction": "Create file /drafts/status_train_1866.txt with content 'entry-train-1866-180'.", "seed": 43866, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/status_train_1866.txt"}, {"key": "/drafts/status_train_1866.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1866-180"}], "task_id": "train_files_1866", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 43867, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1867", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2645}}}], "gold_summary": null, "initial_state": {"accounts": {"at1868": {"id": "at1868", "status": "active", "tier": "enterprise"}, "bt1868": {"id": "bt1868", "status": "active", "tier": "plus"}}}, "instruction": "Create a new account with id nt1868.", "seed": 43868, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1868"}, {"op": "equals", "path": "accounts.nt1868.status", "value": "active"}], "task_id": "train_crud_1868", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1869", "text": "billing incident 16 root cause and mitigation timeline", "title": "Billing Incident Brief 1869"}, {"id": "xt1869", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1869"}]}, "instruction": "Find relevant docs for 'billing incident 16'.", "seed": 43869, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1869", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_1.txt": "seed 1870"}}, "instruction": "Write 'entry-train-1870-359' to /reports/rollup_train_1870.txt.", "seed": 43870, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_1870.txt"}, {"key": "/reports/rollup_train_1870.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1870-359"}], "task_id": "train_files_1870", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 43871, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1871", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1872": {"id": "at1872", "status": "active", "tier": "plus"}, "bt1872": {"id": "bt1872", "status": "active", "tier": "plus"}}}, "instruction": "Archive account at1872 by closing it with reason risk_review.", "seed": 43872, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1872.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1872.closed_reason", "value": "risk_review"}], "task_id": "train_crud_1872", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1873", "text": "latency incident 3 root cause and mitigation timeline", "title": "Latency Incident Brief 1873"}, {"id": "xt1873", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1873"}]}, "instruction": "Search docs for 'latency incident 3' and inspect top results.", "seed": 43873, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1873", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2651}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_5.txt": "seed 1874"}}, "instruction": "Create file /drafts/runbook_train_1874.log with content 'entry-train-1874-456'.", "seed": 43874, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_train_1874.log"}, {"key": "/drafts/runbook_train_1874.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1874-456"}], "task_id": "train_files_1874", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 43875, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1875", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1876": {"id": "at1876", "status": "active", "tier": "basic"}, "bt1876": {"id": "bt1876", "status": "active", "tier": "basic"}}}, "instruction": "Patch account at1876 with tier=plus.", "seed": 43876, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1876.tier", "value": "plus"}], "task_id": "train_crud_1876", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1877", "text": "retention incident 7 root cause and mitigation timeline", "title": "Retention Incident Brief 1877"}, {"id": "xt1877", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1877"}]}, "instruction": "Run document search with query 'retention incident 7'.", "seed": 43877, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1877", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_2.txt": "seed 1878"}}, "instruction": "Write 'entry-train-1878-842' to /drafts/delta_train_1878.txt.", "seed": 43878, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_train_1878.txt"}, {"key": "/drafts/delta_train_1878.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1878-842"}], "task_id": "train_files_1878", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 43879, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1879", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2657}}}], "gold_summary": null, "initial_state": {"accounts": {"at1880": {"id": "at1880", "status": "active", "tier": "plus"}, "bt1880": {"id": "bt1880", "status": "active", "tier": "basic"}}}, "instruction": "Create a new account with id nt1880.", "seed": 43880, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1880"}, {"op": "equals", "path": "accounts.nt1880.status", "value": "active"}], "task_id": "train_crud_1880", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1881", "text": "latency incident 11 root cause and mitigation timeline", "title": "Latency Incident Brief 1881"}, {"id": "xt1881", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1881"}]}, "instruction": "Run document search with query 'latency incident 11'.", "seed": 43881, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1881", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_6.txt": "seed 1882"}}, "instruction": "Write 'entry-train-1882-517' to /drafts/delta_train_1882.txt.", "seed": 43882, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_train_1882.txt"}, {"key": "/drafts/delta_train_1882.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1882-517"}], "task_id": "train_files_1882", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 43883, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1883", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1884": {"id": "at1884", "status": "active", "tier": "plus"}, "bt1884": {"id": "bt1884", "status": "active", "tier": "premium"}}}, "instruction": "Archive account at1884 by closing it with reason duplicate_account.", "seed": 43884, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1884.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1884.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_1884", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1885", "text": "retention incident 15 root cause and mitigation timeline", "title": "Retention Incident Brief 1885"}, {"id": "xt1885", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1885"}]}, "instruction": "Search docs for 'retention incident 15' and inspect top results.", "seed": 43885, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1885", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2663}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 1886"}}, "instruction": "Create file /exports/rollup_train_1886.txt with content 'entry-train-1886-494'.", "seed": 43886, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_1886.txt"}, {"key": "/exports/rollup_train_1886.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1886-494"}], "task_id": "train_files_1886", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 43887, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1887", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1888": {"id": "at1888", "status": "active", "tier": "enterprise"}, "bt1888": {"id": "bt1888", "status": "active", "tier": "enterprise"}}}, "instruction": "Set the subscription tier for at1888 to basic.", "seed": 43888, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1888.tier", "value": "basic"}], "task_id": "train_crud_1888", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1889", "text": "security incident 2 root cause and mitigation timeline", "title": "Security Incident Brief 1889"}, {"id": "xt1889", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1889"}]}, "instruction": "Run document search with query 'security incident 2'.", "seed": 43889, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1889", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_0.txt": "seed 1890"}}, "instruction": "Create file /exports/status_train_1890.txt with content 'entry-train-1890-790'.", "seed": 43890, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_1890.txt"}, {"key": "/exports/status_train_1890.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1890-790"}], "task_id": "train_files_1890", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 43891, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1891", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2669}}}], "gold_summary": null, "initial_state": {"accounts": {"at1892": {"id": "at1892", "status": "active", "tier": "basic"}, "bt1892": {"id": "bt1892", "status": "active", "tier": "plus"}}}, "instruction": "Register account nt1892 with active status.", "seed": 43892, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1892"}, {"op": "equals", "path": "accounts.nt1892.status", "value": "active"}], "task_id": "train_crud_1892", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1893", "text": "compliance incident 6 root cause and mitigation timeline", "title": "Compliance Incident Brief 1893"}, {"id": "xt1893", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1893"}]}, "instruction": "Search docs for 'compliance incident 6' and inspect top results.", "seed": 43893, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1893", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_4.txt": "seed 1894"}}, "instruction": "Create file /drafts/summary_train_1894.md with content 'entry-train-1894-303'.", "seed": 43894, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_1894.md"}, {"key": "/drafts/summary_train_1894.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1894-303"}], "task_id": "train_files_1894", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 43895, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1895", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1896": {"id": "at1896", "status": "active", "tier": "enterprise"}, "bt1896": {"id": "bt1896", "status": "active", "tier": "enterprise"}}}, "instruction": "Archive account at1896 by closing it with reason duplicate_account.", "seed": 43896, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1896.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1896.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_1896", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1897", "text": "onboarding incident 10 root cause and mitigation timeline", "title": "Onboarding Incident Brief 1897"}, {"id": "xt1897", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1897"}]}, "instruction": "Run document search with query 'onboarding incident 10'.", "seed": 43897, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1897", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2675}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_1.txt": "seed 1898"}}, "instruction": "Store the text 'entry-train-1898-782' at /snapshots/runbook_train_1898.md.", "seed": 43898, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/runbook_train_1898.md"}, {"key": "/snapshots/runbook_train_1898.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1898-782"}], "task_id": "train_files_1898", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 43899, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1899", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1900": {"id": "at1900", "status": "active", "tier": "plus"}, "bt1900": {"id": "bt1900", "status": "active", "tier": "basic"}}}, "instruction": "Update account at1900 so tier is premium.", "seed": 43900, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1900.tier", "value": "premium"}], "task_id": "train_crud_1900", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1901", "text": "compliance incident 14 root cause and mitigation timeline", "title": "Compliance Incident Brief 1901"}, {"id": "xt1901", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1901"}]}, "instruction": "Search docs for 'compliance incident 14' and inspect top results.", "seed": 43901, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1901", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_5.txt": "seed 1902"}}, "instruction": "Write 'entry-train-1902-855' to /drafts/summary_train_1902.txt.", "seed": 43902, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_1902.txt"}, {"key": "/drafts/summary_train_1902.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1902-855"}], "task_id": "train_files_1902", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 43903, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1903", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2681}}}], "gold_summary": null, "initial_state": {"accounts": {"at1904": {"id": "at1904", "status": "active", "tier": "enterprise"}, "bt1904": {"id": "bt1904", "status": "active", "tier": "premium"}}}, "instruction": "Create a new account with id nt1904.", "seed": 43904, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1904"}, {"op": "equals", "path": "accounts.nt1904.status", "value": "active"}], "task_id": "train_crud_1904", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1905", "text": "latency incident 1 root cause and mitigation timeline", "title": "Latency Incident Brief 1905"}, {"id": "xt1905", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1905"}]}, "instruction": "Find relevant docs for 'latency incident 1'.", "seed": 43905, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1905", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_2.txt": "seed 1906"}}, "instruction": "Store the text 'entry-train-1906-869' at /reports/summary_train_1906.log.", "seed": 43906, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_1906.log"}, {"key": "/reports/summary_train_1906.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1906-869"}], "task_id": "train_files_1906", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 43907, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1907", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1908": {"id": "at1908", "status": "active", "tier": "enterprise"}, "bt1908": {"id": "bt1908", "status": "active", "tier": "premium"}}}, "instruction": "Archive account at1908 by closing it with reason duplicate_account.", "seed": 43908, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1908.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1908.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_1908", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1909", "text": "onboarding incident 5 root cause and mitigation timeline", "title": "Onboarding Incident Brief 1909"}, {"id": "xt1909", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1909"}]}, "instruction": "Search docs for 'onboarding incident 5' and inspect top results.", "seed": 43909, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1909", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2687}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_6.txt": "seed 1910"}}, "instruction": "Create file /snapshots/summary_train_1910.md with content 'entry-train-1910-560'.", "seed": 43910, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/summary_train_1910.md"}, {"key": "/snapshots/summary_train_1910.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1910-560"}], "task_id": "train_files_1910", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 43911, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1911", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1912": {"id": "at1912", "status": "active", "tier": "basic"}, "bt1912": {"id": "bt1912", "status": "active", "tier": "premium"}}}, "instruction": "Patch account at1912 with tier=plus.", "seed": 43912, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1912.tier", "value": "plus"}], "task_id": "train_crud_1912", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1913", "text": "compliance incident 9 root cause and mitigation timeline", "title": "Compliance Incident Brief 1913"}, {"id": "xt1913", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1913"}]}, "instruction": "Search docs for 'compliance incident 9' and inspect top results.", "seed": 43913, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1913", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 1914"}}, "instruction": "Write 'entry-train-1914-882' to /exports/rollup_train_1914.md.", "seed": 43914, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_1914.md"}, {"key": "/exports/rollup_train_1914.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1914-882"}], "task_id": "train_files_1914", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 43915, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1915", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2693}}}], "gold_summary": null, "initial_state": {"accounts": {"at1916": {"id": "at1916", "status": "active", "tier": "enterprise"}, "bt1916": {"id": "bt1916", "status": "active", "tier": "plus"}}}, "instruction": "Add customer account nt1916.", "seed": 43916, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1916"}, {"op": "equals", "path": "accounts.nt1916.status", "value": "active"}], "task_id": "train_crud_1916", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1917", "text": "billing incident 13 root cause and mitigation timeline", "title": "Billing Incident Brief 1917"}, {"id": "xt1917", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1917"}]}, "instruction": "Run document search with query 'billing incident 13'.", "seed": 43917, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1917", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_0.txt": "seed 1918"}}, "instruction": "Store the text 'entry-train-1918-731' at /snapshots/delta_train_1918.md.", "seed": 43918, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/delta_train_1918.md"}, {"key": "/snapshots/delta_train_1918.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1918-731"}], "task_id": "train_files_1918", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 43919, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1919", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1920": {"id": "at1920", "status": "active", "tier": "basic"}, "bt1920": {"id": "bt1920", "status": "active", "tier": "premium"}}}, "instruction": "Archive account at1920 by closing it with reason duplicate_account.", "seed": 43920, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1920.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1920.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_1920", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1921", "text": "onboarding incident 0 root cause and mitigation timeline", "title": "Onboarding Incident Brief 1921"}, {"id": "xt1921", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1921"}]}, "instruction": "Find relevant docs for 'onboarding incident 0'.", "seed": 43921, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1921", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2699}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_4.txt": "seed 1922"}}, "instruction": "Create file /exports/rollup_train_1922.txt with content 'entry-train-1922-538'.", "seed": 43922, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_1922.txt"}, {"key": "/exports/rollup_train_1922.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1922-538"}], "task_id": "train_files_1922", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 43923, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1923", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1924": {"id": "at1924", "status": "active", "tier": "plus"}, "bt1924": {"id": "bt1924", "status": "active", "tier": "plus"}}}, "instruction": "Patch account at1924 with tier=basic.", "seed": 43924, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1924.tier", "value": "basic"}], "task_id": "train_crud_1924", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1925", "text": "onboarding incident 4 root cause and mitigation timeline", "title": "Onboarding Incident Brief 1925"}, {"id": "xt1925", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1925"}]}, "instruction": "Find relevant docs for 'onboarding incident 4'.", "seed": 43925, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1925", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_1.txt": "seed 1926"}}, "instruction": "Write 'entry-train-1926-445' to /reports/runbook_train_1926.txt.", "seed": 43926, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_1926.txt"}, {"key": "/reports/runbook_train_1926.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1926-445"}], "task_id": "train_files_1926", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 43927, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1927", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2705}}}], "gold_summary": null, "initial_state": {"accounts": {"at1928": {"id": "at1928", "status": "active", "tier": "enterprise"}, "bt1928": {"id": "bt1928", "status": "active", "tier": "enterprise"}}}, "instruction": "Add customer account nt1928.", "seed": 43928, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1928"}, {"op": "equals", "path": "accounts.nt1928.status", "value": "active"}], "task_id": "train_crud_1928", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1929", "text": "onboarding incident 8 root cause and mitigation timeline", "title": "Onboarding Incident Brief 1929"}, {"id": "xt1929", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1929"}]}, "instruction": "Run document search with query 'onboarding incident 8'.", "seed": 43929, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1929", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_5.txt": "seed 1930"}}, "instruction": "Create file /reports/rollup_train_1930.log with content 'entry-train-1930-122'.", "seed": 43930, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_1930.log"}, {"key": "/reports/rollup_train_1930.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1930-122"}], "task_id": "train_files_1930", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 43931, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1931", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1932": {"id": "at1932", "status": "active", "tier": "basic"}, "bt1932": {"id": "bt1932", "status": "active", "tier": "basic"}}}, "instruction": "Deactivate user account at1932; use reason risk_review.", "seed": 43932, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1932.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1932.closed_reason", "value": "risk_review"}], "task_id": "train_crud_1932", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1933", "text": "compliance incident 12 root cause and mitigation timeline", "title": "Compliance Incident Brief 1933"}, {"id": "xt1933", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1933"}]}, "instruction": "Find relevant docs for 'compliance incident 12'.", "seed": 43933, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1933", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2711}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_2.txt": "seed 1934"}}, "instruction": "Create file /exports/status_train_1934.log with content 'entry-train-1934-406'.", "seed": 43934, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_1934.log"}, {"key": "/exports/status_train_1934.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1934-406"}], "task_id": "train_files_1934", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 43935, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1935", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1936": {"id": "at1936", "status": "active", "tier": "basic"}, "bt1936": {"id": "bt1936", "status": "active", "tier": "plus"}}}, "instruction": "Set the subscription tier for at1936 to enterprise.", "seed": 43936, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1936.tier", "value": "enterprise"}], "task_id": "train_crud_1936", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1937", "text": "billing incident 16 root cause and mitigation timeline", "title": "Billing Incident Brief 1937"}, {"id": "xt1937", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1937"}]}, "instruction": "Find relevant docs for 'billing incident 16'.", "seed": 43937, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1937", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_6.txt": "seed 1938"}}, "instruction": "Write 'entry-train-1938-860' to /snapshots/status_train_1938.log.", "seed": 43938, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_1938.log"}, {"key": "/snapshots/status_train_1938.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1938-860"}], "task_id": "train_files_1938", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 43939, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1939", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2717}}}], "gold_summary": null, "initial_state": {"accounts": {"at1940": {"id": "at1940", "status": "active", "tier": "premium"}, "bt1940": {"id": "bt1940", "status": "active", "tier": "enterprise"}}}, "instruction": "Register account nt1940 with active status.", "seed": 43940, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1940"}, {"op": "equals", "path": "accounts.nt1940.status", "value": "active"}], "task_id": "train_crud_1940", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1941", "text": "security incident 3 root cause and mitigation timeline", "title": "Security Incident Brief 1941"}, {"id": "xt1941", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1941"}]}, "instruction": "Search docs for 'security incident 3' and inspect top results.", "seed": 43941, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1941", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 1942"}}, "instruction": "Store the text 'entry-train-1942-543' at /exports/delta_train_1942.md.", "seed": 43942, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_train_1942.md"}, {"key": "/exports/delta_train_1942.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1942-543"}], "task_id": "train_files_1942", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 43943, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1943", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1944": {"id": "at1944", "status": "active", "tier": "enterprise"}, "bt1944": {"id": "bt1944", "status": "active", "tier": "plus"}}}, "instruction": "Archive account at1944 by closing it with reason user_request.", "seed": 43944, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1944.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1944.closed_reason", "value": "user_request"}], "task_id": "train_crud_1944", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1945", "text": "retention incident 7 root cause and mitigation timeline", "title": "Retention Incident Brief 1945"}, {"id": "xt1945", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1945"}]}, "instruction": "Search docs for 'retention incident 7' and inspect top results.", "seed": 43945, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1945", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2723}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_0.txt": "seed 1946"}}, "instruction": "Store the text 'entry-train-1946-776' at /notes/rollup_train_1946.txt.", "seed": 43946, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_1946.txt"}, {"key": "/notes/rollup_train_1946.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1946-776"}], "task_id": "train_files_1946", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 43947, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1947", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1948": {"id": "at1948", "status": "active", "tier": "enterprise"}, "bt1948": {"id": "bt1948", "status": "active", "tier": "basic"}}}, "instruction": "Patch account at1948 with tier=premium.", "seed": 43948, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1948.tier", "value": "premium"}], "task_id": "train_crud_1948", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1949", "text": "latency incident 11 root cause and mitigation timeline", "title": "Latency Incident Brief 1949"}, {"id": "xt1949", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1949"}]}, "instruction": "Search docs for 'latency incident 11' and inspect top results.", "seed": 43949, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1949", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_4.txt": "seed 1950"}}, "instruction": "Create file /drafts/status_train_1950.log with content 'entry-train-1950-801'.", "seed": 43950, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/status_train_1950.log"}, {"key": "/drafts/status_train_1950.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1950-801"}], "task_id": "train_files_1950", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 43951, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1951", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2729}}}], "gold_summary": null, "initial_state": {"accounts": {"at1952": {"id": "at1952", "status": "active", "tier": "plus"}, "bt1952": {"id": "bt1952", "status": "active", "tier": "premium"}}}, "instruction": "Register account nt1952 with active status.", "seed": 43952, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1952"}, {"op": "equals", "path": "accounts.nt1952.status", "value": "active"}], "task_id": "train_crud_1952", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1953", "text": "retention incident 15 root cause and mitigation timeline", "title": "Retention Incident Brief 1953"}, {"id": "xt1953", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1953"}]}, "instruction": "Run document search with query 'retention incident 15'.", "seed": 43953, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1953", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 1954"}}, "instruction": "Write 'entry-train-1954-344' to /notes/status_train_1954.md.", "seed": 43954, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_train_1954.md"}, {"key": "/notes/status_train_1954.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1954-344"}], "task_id": "train_files_1954", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 43955, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1955", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1956": {"id": "at1956", "status": "active", "tier": "enterprise"}, "bt1956": {"id": "bt1956", "status": "active", "tier": "enterprise"}}}, "instruction": "Archive account at1956 by closing it with reason compliance.", "seed": 43956, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1956.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1956.closed_reason", "value": "compliance"}], "task_id": "train_crud_1956", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1957", "text": "billing incident 2 root cause and mitigation timeline", "title": "Billing Incident Brief 1957"}, {"id": "xt1957", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1957"}]}, "instruction": "Search docs for 'billing incident 2' and inspect top results.", "seed": 43957, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1957", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2735}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_5.txt": "seed 1958"}}, "instruction": "Create file /exports/status_train_1958.txt with content 'entry-train-1958-364'.", "seed": 43958, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_1958.txt"}, {"key": "/exports/status_train_1958.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1958-364"}], "task_id": "train_files_1958", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 43959, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1959", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1960": {"id": "at1960", "status": "active", "tier": "enterprise"}, "bt1960": {"id": "bt1960", "status": "active", "tier": "basic"}}}, "instruction": "Update account at1960 so tier is basic.", "seed": 43960, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1960.tier", "value": "basic"}], "task_id": "train_crud_1960", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1961", "text": "onboarding incident 6 root cause and mitigation timeline", "title": "Onboarding Incident Brief 1961"}, {"id": "xt1961", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1961"}]}, "instruction": "Search docs for 'onboarding incident 6' and inspect top results.", "seed": 43961, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1961", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_2.txt": "seed 1962"}}, "instruction": "Write 'entry-train-1962-773' to /snapshots/runbook_train_1962.log.", "seed": 43962, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/runbook_train_1962.log"}, {"key": "/snapshots/runbook_train_1962.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1962-773"}], "task_id": "train_files_1962", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 43963, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1963", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2741}}}], "gold_summary": null, "initial_state": {"accounts": {"at1964": {"id": "at1964", "status": "active", "tier": "basic"}, "bt1964": {"id": "bt1964", "status": "active", "tier": "premium"}}}, "instruction": "Register account nt1964 with active status.", "seed": 43964, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1964"}, {"op": "equals", "path": "accounts.nt1964.status", "value": "active"}], "task_id": "train_crud_1964", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1965", "text": "billing incident 10 root cause and mitigation timeline", "title": "Billing Incident Brief 1965"}, {"id": "xt1965", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1965"}]}, "instruction": "Find relevant docs for 'billing incident 10'.", "seed": 43965, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1965", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_6.txt": "seed 1966"}}, "instruction": "Store the text 'entry-train-1966-952' at /reports/runbook_train_1966.md.", "seed": 43966, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_1966.md"}, {"key": "/reports/runbook_train_1966.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1966-952"}], "task_id": "train_files_1966", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 43967, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1967", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1968": {"id": "at1968", "status": "active", "tier": "basic"}, "bt1968": {"id": "bt1968", "status": "active", "tier": "plus"}}}, "instruction": "Deactivate user account at1968; use reason duplicate_account.", "seed": 43968, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1968.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1968.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_1968", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1969", "text": "compliance incident 14 root cause and mitigation timeline", "title": "Compliance Incident Brief 1969"}, {"id": "xt1969", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1969"}]}, "instruction": "Find relevant docs for 'compliance incident 14'.", "seed": 43969, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1969", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2747}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_3.txt": "seed 1970"}}, "instruction": "Store the text 'entry-train-1970-483' at /reports/rollup_train_1970.log.", "seed": 43970, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_1970.log"}, {"key": "/reports/rollup_train_1970.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1970-483"}], "task_id": "train_files_1970", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 43971, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1971", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1972": {"id": "at1972", "status": "active", "tier": "enterprise"}, "bt1972": {"id": "bt1972", "status": "active", "tier": "plus"}}}, "instruction": "Set the subscription tier for at1972 to premium.", "seed": 43972, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1972.tier", "value": "premium"}], "task_id": "train_crud_1972", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1973", "text": "latency incident 1 root cause and mitigation timeline", "title": "Latency Incident Brief 1973"}, {"id": "xt1973", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1973"}]}, "instruction": "Find relevant docs for 'latency incident 1'.", "seed": 43973, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1973", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_0.txt": "seed 1974"}}, "instruction": "Store the text 'entry-train-1974-760' at /exports/runbook_train_1974.txt.", "seed": 43974, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_1974.txt"}, {"key": "/exports/runbook_train_1974.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1974-760"}], "task_id": "train_files_1974", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 43975, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1975", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2753}}}], "gold_summary": null, "initial_state": {"accounts": {"at1976": {"id": "at1976", "status": "active", "tier": "enterprise"}, "bt1976": {"id": "bt1976", "status": "active", "tier": "premium"}}}, "instruction": "Add customer account nt1976.", "seed": 43976, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1976"}, {"op": "equals", "path": "accounts.nt1976.status", "value": "active"}], "task_id": "train_crud_1976", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1977", "text": "billing incident 5 root cause and mitigation timeline", "title": "Billing Incident Brief 1977"}, {"id": "xt1977", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1977"}]}, "instruction": "Search docs for 'billing incident 5' and inspect top results.", "seed": 43977, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1977", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_4.txt": "seed 1978"}}, "instruction": "Create file /snapshots/rollup_train_1978.txt with content 'entry-train-1978-502'.", "seed": 43978, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_1978.txt"}, {"key": "/snapshots/rollup_train_1978.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1978-502"}], "task_id": "train_files_1978", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 43979, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1979", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1980": {"id": "at1980", "status": "active", "tier": "plus"}, "bt1980": {"id": "bt1980", "status": "active", "tier": "premium"}}}, "instruction": "Close account at1980 and mark the reason as compliance.", "seed": 43980, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1980.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1980.closed_reason", "value": "compliance"}], "task_id": "train_crud_1980", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1981", "text": "latency incident 9 root cause and mitigation timeline", "title": "Latency Incident Brief 1981"}, {"id": "xt1981", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1981"}]}, "instruction": "Run document search with query 'latency incident 9'.", "seed": 43981, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1981", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2759}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_1.txt": "seed 1982"}}, "instruction": "Create file /snapshots/rollup_train_1982.md with content 'entry-train-1982-834'.", "seed": 43982, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_1982.md"}, {"key": "/snapshots/rollup_train_1982.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1982-834"}], "task_id": "train_files_1982", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 43983, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1983", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1984": {"id": "at1984", "status": "active", "tier": "basic"}, "bt1984": {"id": "bt1984", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at1984 with tier=premium.", "seed": 43984, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1984.tier", "value": "premium"}], "task_id": "train_crud_1984", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1985", "text": "compliance incident 13 root cause and mitigation timeline", "title": "Compliance Incident Brief 1985"}, {"id": "xt1985", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1985"}]}, "instruction": "Search docs for 'compliance incident 13' and inspect top results.", "seed": 43985, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1985", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_5.txt": "seed 1986"}}, "instruction": "Write 'entry-train-1986-239' to /drafts/rollup_train_1986.log.", "seed": 43986, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_1986.log"}, {"key": "/drafts/rollup_train_1986.log", "op": "map_value_equals", "path": "files", "value": "entry-train-1986-239"}], "task_id": "train_files_1986", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 43987, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1987", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2765}}}], "gold_summary": null, "initial_state": {"accounts": {"at1988": {"id": "at1988", "status": "active", "tier": "basic"}, "bt1988": {"id": "bt1988", "status": "active", "tier": "plus"}}}, "instruction": "Create a new account with id nt1988.", "seed": 43988, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt1988"}, {"op": "equals", "path": "accounts.nt1988.status", "value": "active"}], "task_id": "train_crud_1988", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1989", "text": "onboarding incident 0 root cause and mitigation timeline", "title": "Onboarding Incident Brief 1989"}, {"id": "xt1989", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1989"}]}, "instruction": "Find relevant docs for 'onboarding incident 0'.", "seed": 43989, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1989", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_2.txt": "seed 1990"}}, "instruction": "Store the text 'entry-train-1990-589' at /snapshots/runbook_train_1990.md.", "seed": 43990, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/runbook_train_1990.md"}, {"key": "/snapshots/runbook_train_1990.md", "op": "map_value_equals", "path": "files", "value": "entry-train-1990-589"}], "task_id": "train_files_1990", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 43991, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1991", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at1992": {"id": "at1992", "status": "active", "tier": "premium"}, "bt1992": {"id": "bt1992", "status": "active", "tier": "basic"}}}, "instruction": "Deactivate user account at1992; use reason compliance.", "seed": 43992, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1992.status", "value": "closed"}, {"op": "equals", "path": "accounts.at1992.closed_reason", "value": "compliance"}], "task_id": "train_crud_1992", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt1993", "text": "security incident 4 root cause and mitigation timeline", "title": "Security Incident Brief 1993"}, {"id": "xt1993", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1993"}]}, "instruction": "Run document search with query 'security incident 4'.", "seed": 43993, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_1993", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2771}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_6.txt": "seed 1994"}}, "instruction": "Store the text 'entry-train-1994-123' at /notes/status_train_1994.txt.", "seed": 43994, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_train_1994.txt"}, {"key": "/notes/status_train_1994.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-1994-123"}], "task_id": "train_files_1994", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 43995, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_1995", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at1996": {"id": "at1996", "status": "active", "tier": "plus"}, "bt1996": {"id": "bt1996", "status": "active", "tier": "plus"}}}, "instruction": "Update account at1996 so tier is premium.", "seed": 43996, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at1996.tier", "value": "premium"}], "task_id": "train_crud_1996", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_0.txt": "seed 2002"}}, "instruction": "Create file /exports/runbook_train_2002.log with content 'entry-train-2002-606'.", "seed": 44002, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_2002.log"}, {"key": "/exports/runbook_train_2002.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2002-606"}], "task_id": "train_files_2002", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2004": {"id": "at2004", "status": "active", "tier": "premium"}, "bt2004": {"id": "bt2004", "status": "active", "tier": "plus"}}}, "instruction": "Close account at2004 and mark the reason as compliance.", "seed": 44004, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2004.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2004.closed_reason", "value": "compliance"}], "task_id": "train_crud_2004", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2013", "text": "compliance incident 7 root cause and mitigation timeline", "title": "Compliance Incident Brief 2013"}, {"id": "xt2013", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2013"}]}, "instruction": "Find relevant docs for 'compliance incident 7'.", "seed": 44013, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2013", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_5.txt": "seed 2014"}}, "instruction": "Store the text 'entry-train-2014-359' at /notes/summary_train_2014.txt.", "seed": 44014, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_2014.txt"}, {"key": "/notes/summary_train_2014.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2014-359"}], "task_id": "train_files_2014", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 44015, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2015", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2016": {"id": "at2016", "status": "active", "tier": "basic"}, "bt2016": {"id": "bt2016", "status": "active", "tier": "plus"}}}, "instruction": "Close account at2016 and mark the reason as duplicate_account.", "seed": 44016, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2016.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2016.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_2016", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2017", "text": "onboarding incident 11 root cause and mitigation timeline", "title": "Onboarding Incident Brief 2017"}, {"id": "xt2017", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2017"}]}, "instruction": "Run document search with query 'onboarding incident 11'.", "seed": 44017, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2017", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2795}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_2.txt": "seed 2018"}}, "instruction": "Store the text 'entry-train-2018-424' at /snapshots/status_train_2018.txt.", "seed": 44018, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_2018.txt"}, {"key": "/snapshots/status_train_2018.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2018-424"}], "task_id": "train_files_2018", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 44019, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2019", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2020": {"id": "at2020", "status": "active", "tier": "basic"}, "bt2020": {"id": "bt2020", "status": "active", "tier": "basic"}}}, "instruction": "Update account at2020 so tier is premium.", "seed": 44020, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2020.tier", "value": "premium"}], "task_id": "train_crud_2020", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2021", "text": "latency incident 15 root cause and mitigation timeline", "title": "Latency Incident Brief 2021"}, {"id": "xt2021", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2021"}]}, "instruction": "Run document search with query 'latency incident 15'.", "seed": 44021, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2021", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_6.txt": "seed 2022"}}, "instruction": "Create file /exports/runbook_train_2022.log with content 'entry-train-2022-949'.", "seed": 44022, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_2022.log"}, {"key": "/exports/runbook_train_2022.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2022-949"}], "task_id": "train_files_2022", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 44023, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2023", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2801}}}], "gold_summary": null, "initial_state": {"accounts": {"at2024": {"id": "at2024", "status": "active", "tier": "premium"}, "bt2024": {"id": "bt2024", "status": "active", "tier": "enterprise"}}}, "instruction": "Create a new account with id nt2024.", "seed": 44024, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2024"}, {"op": "equals", "path": "accounts.nt2024.status", "value": "active"}], "task_id": "train_crud_2024", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2025", "text": "onboarding incident 2 root cause and mitigation timeline", "title": "Onboarding Incident Brief 2025"}, {"id": "xt2025", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2025"}]}, "instruction": "Search docs for 'onboarding incident 2' and inspect top results.", "seed": 44025, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2025", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_3.txt": "seed 2026"}}, "instruction": "Write 'entry-train-2026-335' to /drafts/status_train_2026.txt.", "seed": 44026, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/status_train_2026.txt"}, {"key": "/drafts/status_train_2026.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2026-335"}], "task_id": "train_files_2026", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 44027, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2027", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2028": {"id": "at2028", "status": "active", "tier": "enterprise"}, "bt2028": {"id": "bt2028", "status": "active", "tier": "basic"}}}, "instruction": "Close account at2028 and mark the reason as compliance.", "seed": 44028, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2028.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2028.closed_reason", "value": "compliance"}], "task_id": "train_crud_2028", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2029", "text": "compliance incident 6 root cause and mitigation timeline", "title": "Compliance Incident Brief 2029"}, {"id": "xt2029", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2029"}]}, "instruction": "Find relevant docs for 'compliance incident 6'.", "seed": 44029, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2029", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2807}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_0.txt": "seed 2030"}}, "instruction": "Write 'entry-train-2030-604' to /notes/rollup_train_2030.md.", "seed": 44030, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_2030.md"}, {"key": "/notes/rollup_train_2030.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2030-604"}], "task_id": "train_files_2030", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 44031, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2031", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2032": {"id": "at2032", "status": "active", "tier": "plus"}, "bt2032": {"id": "bt2032", "status": "active", "tier": "plus"}}}, "instruction": "Update account at2032 so tier is premium.", "seed": 44032, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2032.tier", "value": "premium"}], "task_id": "train_crud_2032", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2033", "text": "onboarding incident 10 root cause and mitigation timeline", "title": "Onboarding Incident Brief 2033"}, {"id": "xt2033", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2033"}]}, "instruction": "Search docs for 'onboarding incident 10' and inspect top results.", "seed": 44033, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2033", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_4.txt": "seed 2034"}}, "instruction": "Store the text 'entry-train-2034-885' at /notes/summary_train_2034.log.", "seed": 44034, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_2034.log"}, {"key": "/notes/summary_train_2034.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2034-885"}], "task_id": "train_files_2034", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 44035, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2035", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2813}}}], "gold_summary": null, "initial_state": {"accounts": {"at2036": {"id": "at2036", "status": "active", "tier": "enterprise"}, "bt2036": {"id": "bt2036", "status": "active", "tier": "basic"}}}, "instruction": "Register account nt2036 with active status.", "seed": 44036, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2036"}, {"op": "equals", "path": "accounts.nt2036.status", "value": "active"}], "task_id": "train_crud_2036", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2037", "text": "billing incident 14 root cause and mitigation timeline", "title": "Billing Incident Brief 2037"}, {"id": "xt2037", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2037"}]}, "instruction": "Find relevant docs for 'billing incident 14'.", "seed": 44037, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2037", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_1.txt": "seed 2038"}}, "instruction": "Write 'entry-train-2038-704' to /reports/rollup_train_2038.md.", "seed": 44038, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_2038.md"}, {"key": "/reports/rollup_train_2038.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2038-704"}], "task_id": "train_files_2038", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 44039, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2039", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2040": {"id": "at2040", "status": "active", "tier": "enterprise"}, "bt2040": {"id": "bt2040", "status": "active", "tier": "premium"}}}, "instruction": "Deactivate user account at2040; use reason user_request.", "seed": 44040, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2040.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2040.closed_reason", "value": "user_request"}], "task_id": "train_crud_2040", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2041", "text": "billing incident 1 root cause and mitigation timeline", "title": "Billing Incident Brief 2041"}, {"id": "xt2041", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2041"}]}, "instruction": "Run document search with query 'billing incident 1'.", "seed": 44041, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2041", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2819}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_5.txt": "seed 2042"}}, "instruction": "Write 'entry-train-2042-316' to /exports/delta_train_2042.txt.", "seed": 44042, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_train_2042.txt"}, {"key": "/exports/delta_train_2042.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2042-316"}], "task_id": "train_files_2042", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 44043, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2043", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2044": {"id": "at2044", "status": "active", "tier": "basic"}, "bt2044": {"id": "bt2044", "status": "active", "tier": "enterprise"}}}, "instruction": "Update account at2044 so tier is enterprise.", "seed": 44044, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2044.tier", "value": "enterprise"}], "task_id": "train_crud_2044", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2045", "text": "latency incident 5 root cause and mitigation timeline", "title": "Latency Incident Brief 2045"}, {"id": "xt2045", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2045"}]}, "instruction": "Search docs for 'latency incident 5' and inspect top results.", "seed": 44045, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2045", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_2.txt": "seed 2046"}}, "instruction": "Write 'entry-train-2046-972' to /snapshots/summary_train_2046.txt.", "seed": 44046, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/summary_train_2046.txt"}, {"key": "/snapshots/summary_train_2046.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2046-972"}], "task_id": "train_files_2046", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 44047, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2047", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2825}}}], "gold_summary": null, "initial_state": {"accounts": {"at2048": {"id": "at2048", "status": "active", "tier": "plus"}, "bt2048": {"id": "bt2048", "status": "active", "tier": "premium"}}}, "instruction": "Register account nt2048 with active status.", "seed": 44048, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2048"}, {"op": "equals", "path": "accounts.nt2048.status", "value": "active"}], "task_id": "train_crud_2048", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2049", "text": "compliance incident 9 root cause and mitigation timeline", "title": "Compliance Incident Brief 2049"}, {"id": "xt2049", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2049"}]}, "instruction": "Find relevant docs for 'compliance incident 9'.", "seed": 44049, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2049", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_6.txt": "seed 2050"}}, "instruction": "Write 'entry-train-2050-781' to /notes/status_train_2050.md.", "seed": 44050, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_train_2050.md"}, {"key": "/notes/status_train_2050.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2050-781"}], "task_id": "train_files_2050", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 44051, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2051", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2052": {"id": "at2052", "status": "active", "tier": "enterprise"}, "bt2052": {"id": "bt2052", "status": "active", "tier": "premium"}}}, "instruction": "Close account at2052 and mark the reason as compliance.", "seed": 44052, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2052.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2052.closed_reason", "value": "compliance"}], "task_id": "train_crud_2052", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2053", "text": "compliance incident 13 root cause and mitigation timeline", "title": "Compliance Incident Brief 2053"}, {"id": "xt2053", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2053"}]}, "instruction": "Find relevant docs for 'compliance incident 13'.", "seed": 44053, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2053", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2831}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_3.txt": "seed 2054"}}, "instruction": "Write 'entry-train-2054-536' to /drafts/rollup_train_2054.log.", "seed": 44054, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_2054.log"}, {"key": "/drafts/rollup_train_2054.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2054-536"}], "task_id": "train_files_2054", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 44055, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2055", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2056": {"id": "at2056", "status": "active", "tier": "plus"}, "bt2056": {"id": "bt2056", "status": "active", "tier": "plus"}}}, "instruction": "Set the subscription tier for at2056 to enterprise.", "seed": 44056, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2056.tier", "value": "enterprise"}], "task_id": "train_crud_2056", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2057", "text": "latency incident 0 root cause and mitigation timeline", "title": "Latency Incident Brief 2057"}, {"id": "xt2057", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2057"}]}, "instruction": "Run document search with query 'latency incident 0'.", "seed": 44057, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2057", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2837}}}], "gold_summary": null, "initial_state": {"accounts": {"at2060": {"id": "at2060", "status": "active", "tier": "premium"}, "bt2060": {"id": "bt2060", "status": "active", "tier": "basic"}}}, "instruction": "Add customer account nt2060.", "seed": 44060, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2060"}, {"op": "equals", "path": "accounts.nt2060.status", "value": "active"}], "task_id": "train_crud_2060", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2061", "text": "billing incident 4 root cause and mitigation timeline", "title": "Billing Incident Brief 2061"}, {"id": "xt2061", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2061"}]}, "instruction": "Find relevant docs for 'billing incident 4'.", "seed": 44061, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2061", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2064": {"id": "at2064", "status": "active", "tier": "basic"}, "bt2064": {"id": "bt2064", "status": "active", "tier": "basic"}}}, "instruction": "Archive account at2064 by closing it with reason user_request.", "seed": 44064, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2064.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2064.closed_reason", "value": "user_request"}], "task_id": "train_crud_2064", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2065", "text": "retention incident 8 root cause and mitigation timeline", "title": "Retention Incident Brief 2065"}, {"id": "xt2065", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2065"}]}, "instruction": "Search docs for 'retention incident 8' and inspect top results.", "seed": 44065, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2065", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2843}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_1.txt": "seed 2066"}}, "instruction": "Create file /drafts/rollup_train_2066.txt with content 'entry-train-2066-185'.", "seed": 44066, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_2066.txt"}, {"key": "/drafts/rollup_train_2066.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2066-185"}], "task_id": "train_files_2066", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 44067, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2067", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2068": {"id": "at2068", "status": "active", "tier": "enterprise"}, "bt2068": {"id": "bt2068", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at2068 with tier=premium.", "seed": 44068, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2068.tier", "value": "premium"}], "task_id": "train_crud_2068", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2069", "text": "latency incident 12 root cause and mitigation timeline", "title": "Latency Incident Brief 2069"}, {"id": "xt2069", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2069"}]}, "instruction": "Search docs for 'latency incident 12' and inspect top results.", "seed": 44069, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2069", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_5.txt": "seed 2070"}}, "instruction": "Create file /drafts/summary_train_2070.log with content 'entry-train-2070-718'.", "seed": 44070, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_2070.log"}, {"key": "/drafts/summary_train_2070.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2070-718"}], "task_id": "train_files_2070", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 44071, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2071", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2849}}}], "gold_summary": null, "initial_state": {"accounts": {"at2072": {"id": "at2072", "status": "active", "tier": "basic"}, "bt2072": {"id": "bt2072", "status": "active", "tier": "basic"}}}, "instruction": "Create a new account with id nt2072.", "seed": 44072, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2072"}, {"op": "equals", "path": "accounts.nt2072.status", "value": "active"}], "task_id": "train_crud_2072", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2073", "text": "security incident 16 root cause and mitigation timeline", "title": "Security Incident Brief 2073"}, {"id": "xt2073", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2073"}]}, "instruction": "Run document search with query 'security incident 16'.", "seed": 44073, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2073", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_2.txt": "seed 2074"}}, "instruction": "Create file /snapshots/delta_train_2074.log with content 'entry-train-2074-598'.", "seed": 44074, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/delta_train_2074.log"}, {"key": "/snapshots/delta_train_2074.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2074-598"}], "task_id": "train_files_2074", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 44075, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2075", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2076": {"id": "at2076", "status": "active", "tier": "plus"}, "bt2076": {"id": "bt2076", "status": "active", "tier": "plus"}}}, "instruction": "Close account at2076 and mark the reason as user_request.", "seed": 44076, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2076.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2076.closed_reason", "value": "user_request"}], "task_id": "train_crud_2076", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2077", "text": "retention incident 3 root cause and mitigation timeline", "title": "Retention Incident Brief 2077"}, {"id": "xt2077", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2077"}]}, "instruction": "Search docs for 'retention incident 3' and inspect top results.", "seed": 44077, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2077", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2855}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_6.txt": "seed 2078"}}, "instruction": "Store the text 'entry-train-2078-248' at /drafts/rollup_train_2078.log.", "seed": 44078, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_2078.log"}, {"key": "/drafts/rollup_train_2078.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2078-248"}], "task_id": "train_files_2078", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 44079, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2079", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2080": {"id": "at2080", "status": "active", "tier": "basic"}, "bt2080": {"id": "bt2080", "status": "active", "tier": "enterprise"}}}, "instruction": "Update account at2080 so tier is premium.", "seed": 44080, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2080.tier", "value": "premium"}], "task_id": "train_crud_2080", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2081", "text": "compliance incident 7 root cause and mitigation timeline", "title": "Compliance Incident Brief 2081"}, {"id": "xt2081", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2081"}]}, "instruction": "Search docs for 'compliance incident 7' and inspect top results.", "seed": 44081, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2081", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_3.txt": "seed 2082"}}, "instruction": "Create file /drafts/status_train_2082.log with content 'entry-train-2082-819'.", "seed": 44082, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/status_train_2082.log"}, {"key": "/drafts/status_train_2082.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2082-819"}], "task_id": "train_files_2082", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 44083, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2083", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2861}}}], "gold_summary": null, "initial_state": {"accounts": {"at2084": {"id": "at2084", "status": "active", "tier": "plus"}, "bt2084": {"id": "bt2084", "status": "active", "tier": "premium"}}}, "instruction": "Add customer account nt2084.", "seed": 44084, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2084"}, {"op": "equals", "path": "accounts.nt2084.status", "value": "active"}], "task_id": "train_crud_2084", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2085", "text": "compliance incident 11 root cause and mitigation timeline", "title": "Compliance Incident Brief 2085"}, {"id": "xt2085", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2085"}]}, "instruction": "Run document search with query 'compliance incident 11'.", "seed": 44085, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2085", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_0.txt": "seed 2086"}}, "instruction": "Store the text 'entry-train-2086-967' at /reports/summary_train_2086.log.", "seed": 44086, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_2086.log"}, {"key": "/reports/summary_train_2086.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2086-967"}], "task_id": "train_files_2086", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 44087, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2087", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2088": {"id": "at2088", "status": "active", "tier": "premium"}, "bt2088": {"id": "bt2088", "status": "active", "tier": "enterprise"}}}, "instruction": "Deactivate user account at2088; use reason compliance.", "seed": 44088, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2088.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2088.closed_reason", "value": "compliance"}], "task_id": "train_crud_2088", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2089", "text": "onboarding incident 15 root cause and mitigation timeline", "title": "Onboarding Incident Brief 2089"}, {"id": "xt2089", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2089"}]}, "instruction": "Find relevant docs for 'onboarding incident 15'.", "seed": 44089, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2089", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2867}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_4.txt": "seed 2090"}}, "instruction": "Write 'entry-train-2090-831' to /notes/rollup_train_2090.txt.", "seed": 44090, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_2090.txt"}, {"key": "/notes/rollup_train_2090.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2090-831"}], "task_id": "train_files_2090", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 44091, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2091", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2092": {"id": "at2092", "status": "active", "tier": "premium"}, "bt2092": {"id": "bt2092", "status": "active", "tier": "basic"}}}, "instruction": "Set the subscription tier for at2092 to enterprise.", "seed": 44092, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2092.tier", "value": "enterprise"}], "task_id": "train_crud_2092", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2093", "text": "compliance incident 2 root cause and mitigation timeline", "title": "Compliance Incident Brief 2093"}, {"id": "xt2093", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2093"}]}, "instruction": "Run document search with query 'compliance incident 2'.", "seed": 44093, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2093", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 2094"}}, "instruction": "Create file /notes/runbook_train_2094.md with content 'entry-train-2094-814'.", "seed": 44094, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_2094.md"}, {"key": "/notes/runbook_train_2094.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2094-814"}], "task_id": "train_files_2094", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 44095, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2095", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2873}}}], "gold_summary": null, "initial_state": {"accounts": {"at2096": {"id": "at2096", "status": "active", "tier": "plus"}, "bt2096": {"id": "bt2096", "status": "active", "tier": "premium"}}}, "instruction": "Register account nt2096 with active status.", "seed": 44096, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2096"}, {"op": "equals", "path": "accounts.nt2096.status", "value": "active"}], "task_id": "train_crud_2096", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2097", "text": "security incident 6 root cause and mitigation timeline", "title": "Security Incident Brief 2097"}, {"id": "xt2097", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2097"}]}, "instruction": "Search docs for 'security incident 6' and inspect top results.", "seed": 44097, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2097", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_5.txt": "seed 2098"}}, "instruction": "Store the text 'entry-train-2098-973' at /notes/runbook_train_2098.log.", "seed": 44098, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_2098.log"}, {"key": "/notes/runbook_train_2098.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2098-973"}], "task_id": "train_files_2098", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 44099, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2099", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2100": {"id": "at2100", "status": "active", "tier": "premium"}, "bt2100": {"id": "bt2100", "status": "active", "tier": "plus"}}}, "instruction": "Deactivate user account at2100; use reason risk_review.", "seed": 44100, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2100.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2100.closed_reason", "value": "risk_review"}], "task_id": "train_crud_2100", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2101", "text": "retention incident 10 root cause and mitigation timeline", "title": "Retention Incident Brief 2101"}, {"id": "xt2101", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2101"}]}, "instruction": "Find relevant docs for 'retention incident 10'.", "seed": 44101, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2101", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2879}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_2.txt": "seed 2102"}}, "instruction": "Write 'entry-train-2102-304' to /snapshots/status_train_2102.txt.", "seed": 44102, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_2102.txt"}, {"key": "/snapshots/status_train_2102.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2102-304"}], "task_id": "train_files_2102", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 44103, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2103", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2104": {"id": "at2104", "status": "active", "tier": "enterprise"}, "bt2104": {"id": "bt2104", "status": "active", "tier": "plus"}}}, "instruction": "Update account at2104 so tier is plus.", "seed": 44104, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2104.tier", "value": "plus"}], "task_id": "train_crud_2104", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2105", "text": "billing incident 14 root cause and mitigation timeline", "title": "Billing Incident Brief 2105"}, {"id": "xt2105", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2105"}]}, "instruction": "Run document search with query 'billing incident 14'.", "seed": 44105, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2105", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_6.txt": "seed 2106"}}, "instruction": "Store the text 'entry-train-2106-947' at /exports/status_train_2106.txt.", "seed": 44106, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_2106.txt"}, {"key": "/exports/status_train_2106.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2106-947"}], "task_id": "train_files_2106", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 44107, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2107", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2885}}}], "gold_summary": null, "initial_state": {"accounts": {"at2108": {"id": "at2108", "status": "active", "tier": "basic"}, "bt2108": {"id": "bt2108", "status": "active", "tier": "plus"}}}, "instruction": "Create a new account with id nt2108.", "seed": 44108, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2108"}, {"op": "equals", "path": "accounts.nt2108.status", "value": "active"}], "task_id": "train_crud_2108", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2109", "text": "onboarding incident 1 root cause and mitigation timeline", "title": "Onboarding Incident Brief 2109"}, {"id": "xt2109", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2109"}]}, "instruction": "Run document search with query 'onboarding incident 1'.", "seed": 44109, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2109", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 2110"}}, "instruction": "Write 'entry-train-2110-887' to /exports/runbook_train_2110.md.", "seed": 44110, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_2110.md"}, {"key": "/exports/runbook_train_2110.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2110-887"}], "task_id": "train_files_2110", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 44111, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2111", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2112": {"id": "at2112", "status": "active", "tier": "basic"}, "bt2112": {"id": "bt2112", "status": "active", "tier": "basic"}}}, "instruction": "Deactivate user account at2112; use reason compliance.", "seed": 44112, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2112.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2112.closed_reason", "value": "compliance"}], "task_id": "train_crud_2112", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2113", "text": "billing incident 5 root cause and mitigation timeline", "title": "Billing Incident Brief 2113"}, {"id": "xt2113", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2113"}]}, "instruction": "Find relevant docs for 'billing incident 5'.", "seed": 44113, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2113", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2891}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_0.txt": "seed 2114"}}, "instruction": "Store the text 'entry-train-2114-142' at /notes/summary_train_2114.log.", "seed": 44114, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_2114.log"}, {"key": "/notes/summary_train_2114.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2114-142"}], "task_id": "train_files_2114", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 44115, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2115", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_6.txt": "seed 2134"}}, "instruction": "Create file /notes/status_train_2134.log with content 'entry-train-2134-513'.", "seed": 44134, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_train_2134.log"}, {"key": "/notes/status_train_2134.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2134-513"}], "task_id": "train_files_2134", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 44135, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2135", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2136": {"id": "at2136", "status": "active", "tier": "enterprise"}, "bt2136": {"id": "bt2136", "status": "active", "tier": "premium"}}}, "instruction": "Close account at2136 and mark the reason as compliance.", "seed": 44136, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2136.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2136.closed_reason", "value": "compliance"}], "task_id": "train_crud_2136", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2137", "text": "latency incident 12 root cause and mitigation timeline", "title": "Latency Incident Brief 2137"}, {"id": "xt2137", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2137"}]}, "instruction": "Search docs for 'latency incident 12' and inspect top results.", "seed": 44137, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2137", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2915}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_3.txt": "seed 2138"}}, "instruction": "Store the text 'entry-train-2138-842' at /notes/runbook_train_2138.md.", "seed": 44138, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_2138.md"}, {"key": "/notes/runbook_train_2138.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2138-842"}], "task_id": "train_files_2138", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 44139, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2139", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2141", "text": "retention incident 16 root cause and mitigation timeline", "title": "Retention Incident Brief 2141"}, {"id": "xt2141", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2141"}]}, "instruction": "Search docs for 'retention incident 16' and inspect top results.", "seed": 44141, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2141", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2921}}}], "gold_summary": null, "initial_state": {"accounts": {"at2144": {"id": "at2144", "status": "active", "tier": "basic"}, "bt2144": {"id": "bt2144", "status": "active", "tier": "premium"}}}, "instruction": "Add customer account nt2144.", "seed": 44144, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2144"}, {"op": "equals", "path": "accounts.nt2144.status", "value": "active"}], "task_id": "train_crud_2144", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2149", "text": "retention incident 7 root cause and mitigation timeline", "title": "Retention Incident Brief 2149"}, {"id": "xt2149", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2149"}]}, "instruction": "Find relevant docs for 'retention incident 7'.", "seed": 44149, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2149", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2927}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_1.txt": "seed 2150"}}, "instruction": "Write 'entry-train-2150-855' to /drafts/rollup_train_2150.log.", "seed": 44150, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_2150.log"}, {"key": "/drafts/rollup_train_2150.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2150-855"}], "task_id": "train_files_2150", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 44151, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2151", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2152": {"id": "at2152", "status": "active", "tier": "plus"}, "bt2152": {"id": "bt2152", "status": "active", "tier": "enterprise"}}}, "instruction": "Update account at2152 so tier is premium.", "seed": 44152, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2152.tier", "value": "premium"}], "task_id": "train_crud_2152", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2153", "text": "retention incident 11 root cause and mitigation timeline", "title": "Retention Incident Brief 2153"}, {"id": "xt2153", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2153"}]}, "instruction": "Run document search with query 'retention incident 11'.", "seed": 44153, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2153", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_5.txt": "seed 2154"}}, "instruction": "Write 'entry-train-2154-535' to /reports/summary_train_2154.txt.", "seed": 44154, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_2154.txt"}, {"key": "/reports/summary_train_2154.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2154-535"}], "task_id": "train_files_2154", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 44155, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2155", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2933}}}], "gold_summary": null, "initial_state": {"accounts": {"at2156": {"id": "at2156", "status": "active", "tier": "premium"}, "bt2156": {"id": "bt2156", "status": "active", "tier": "enterprise"}}}, "instruction": "Add customer account nt2156.", "seed": 44156, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2156"}, {"op": "equals", "path": "accounts.nt2156.status", "value": "active"}], "task_id": "train_crud_2156", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2157", "text": "onboarding incident 15 root cause and mitigation timeline", "title": "Onboarding Incident Brief 2157"}, {"id": "xt2157", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2157"}]}, "instruction": "Run document search with query 'onboarding incident 15'.", "seed": 44157, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2157", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_2.txt": "seed 2158"}}, "instruction": "Create file /exports/delta_train_2158.md with content 'entry-train-2158-751'.", "seed": 44158, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_train_2158.md"}, {"key": "/exports/delta_train_2158.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2158-751"}], "task_id": "train_files_2158", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 44159, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2159", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2160": {"id": "at2160", "status": "active", "tier": "plus"}, "bt2160": {"id": "bt2160", "status": "active", "tier": "enterprise"}}}, "instruction": "Archive account at2160 by closing it with reason risk_review.", "seed": 44160, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2160.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2160.closed_reason", "value": "risk_review"}], "task_id": "train_crud_2160", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2161", "text": "onboarding incident 2 root cause and mitigation timeline", "title": "Onboarding Incident Brief 2161"}, {"id": "xt2161", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2161"}]}, "instruction": "Search docs for 'onboarding incident 2' and inspect top results.", "seed": 44161, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2161", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2939}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_6.txt": "seed 2162"}}, "instruction": "Store the text 'entry-train-2162-133' at /drafts/rollup_train_2162.md.", "seed": 44162, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_2162.md"}, {"key": "/drafts/rollup_train_2162.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2162-133"}], "task_id": "train_files_2162", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 44163, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2163", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2164": {"id": "at2164", "status": "active", "tier": "enterprise"}, "bt2164": {"id": "bt2164", "status": "active", "tier": "basic"}}}, "instruction": "Set the subscription tier for at2164 to basic.", "seed": 44164, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2164.tier", "value": "basic"}], "task_id": "train_crud_2164", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2165", "text": "billing incident 6 root cause and mitigation timeline", "title": "Billing Incident Brief 2165"}, {"id": "xt2165", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2165"}]}, "instruction": "Search docs for 'billing incident 6' and inspect top results.", "seed": 44165, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2165", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_3.txt": "seed 2166"}}, "instruction": "Create file /reports/runbook_train_2166.md with content 'entry-train-2166-483'.", "seed": 44166, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_2166.md"}, {"key": "/reports/runbook_train_2166.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2166-483"}], "task_id": "train_files_2166", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 44167, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2167", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2945}}}], "gold_summary": null, "initial_state": {"accounts": {"at2168": {"id": "at2168", "status": "active", "tier": "plus"}, "bt2168": {"id": "bt2168", "status": "active", "tier": "enterprise"}}}, "instruction": "Create a new account with id nt2168.", "seed": 44168, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2168"}, {"op": "equals", "path": "accounts.nt2168.status", "value": "active"}], "task_id": "train_crud_2168", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2169", "text": "latency incident 10 root cause and mitigation timeline", "title": "Latency Incident Brief 2169"}, {"id": "xt2169", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2169"}]}, "instruction": "Search docs for 'latency incident 10' and inspect top results.", "seed": 44169, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2169", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_0.txt": "seed 2170"}}, "instruction": "Store the text 'entry-train-2170-225' at /drafts/rollup_train_2170.txt.", "seed": 44170, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_2170.txt"}, {"key": "/drafts/rollup_train_2170.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2170-225"}], "task_id": "train_files_2170", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 44171, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2171", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2172": {"id": "at2172", "status": "active", "tier": "premium"}, "bt2172": {"id": "bt2172", "status": "active", "tier": "enterprise"}}}, "instruction": "Deactivate user account at2172; use reason duplicate_account.", "seed": 44172, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2172.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2172.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_2172", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2173", "text": "compliance incident 14 root cause and mitigation timeline", "title": "Compliance Incident Brief 2173"}, {"id": "xt2173", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2173"}]}, "instruction": "Search docs for 'compliance incident 14' and inspect top results.", "seed": 44173, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2173", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2951}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_4.txt": "seed 2174"}}, "instruction": "Create file /drafts/delta_train_2174.log with content 'entry-train-2174-571'.", "seed": 44174, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_train_2174.log"}, {"key": "/drafts/delta_train_2174.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2174-571"}], "task_id": "train_files_2174", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 44175, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2175", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2176": {"id": "at2176", "status": "active", "tier": "enterprise"}, "bt2176": {"id": "bt2176", "status": "active", "tier": "plus"}}}, "instruction": "Set the subscription tier for at2176 to plus.", "seed": 44176, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2176.tier", "value": "plus"}], "task_id": "train_crud_2176", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2177", "text": "onboarding incident 1 root cause and mitigation timeline", "title": "Onboarding Incident Brief 2177"}, {"id": "xt2177", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2177"}]}, "instruction": "Find relevant docs for 'onboarding incident 1'.", "seed": 44177, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2177", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_1.txt": "seed 2178"}}, "instruction": "Write 'entry-train-2178-190' to /snapshots/runbook_train_2178.log.", "seed": 44178, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/runbook_train_2178.log"}, {"key": "/snapshots/runbook_train_2178.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2178-190"}], "task_id": "train_files_2178", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 44179, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2179", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2957}}}], "gold_summary": null, "initial_state": {"accounts": {"at2180": {"id": "at2180", "status": "active", "tier": "basic"}, "bt2180": {"id": "bt2180", "status": "active", "tier": "basic"}}}, "instruction": "Create a new account with id nt2180.", "seed": 44180, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2180"}, {"op": "equals", "path": "accounts.nt2180.status", "value": "active"}], "task_id": "train_crud_2180", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2181", "text": "onboarding incident 5 root cause and mitigation timeline", "title": "Onboarding Incident Brief 2181"}, {"id": "xt2181", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2181"}]}, "instruction": "Find relevant docs for 'onboarding incident 5'.", "seed": 44181, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2181", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_5.txt": "seed 2182"}}, "instruction": "Create file /reports/delta_train_2182.log with content 'entry-train-2182-293'.", "seed": 44182, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/delta_train_2182.log"}, {"key": "/reports/delta_train_2182.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2182-293"}], "task_id": "train_files_2182", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 44183, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2183", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2184": {"id": "at2184", "status": "active", "tier": "premium"}, "bt2184": {"id": "bt2184", "status": "active", "tier": "plus"}}}, "instruction": "Close account at2184 and mark the reason as compliance.", "seed": 44184, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2184.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2184.closed_reason", "value": "compliance"}], "task_id": "train_crud_2184", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2185", "text": "onboarding incident 9 root cause and mitigation timeline", "title": "Onboarding Incident Brief 2185"}, {"id": "xt2185", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2185"}]}, "instruction": "Run document search with query 'onboarding incident 9'.", "seed": 44185, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2185", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2963}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_2.txt": "seed 2186"}}, "instruction": "Write 'entry-train-2186-603' to /snapshots/delta_train_2186.txt.", "seed": 44186, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/delta_train_2186.txt"}, {"key": "/snapshots/delta_train_2186.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2186-603"}], "task_id": "train_files_2186", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 44187, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2187", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2188": {"id": "at2188", "status": "active", "tier": "basic"}, "bt2188": {"id": "bt2188", "status": "active", "tier": "premium"}}}, "instruction": "Set the subscription tier for at2188 to enterprise.", "seed": 44188, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2188.tier", "value": "enterprise"}], "task_id": "train_crud_2188", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2189", "text": "billing incident 13 root cause and mitigation timeline", "title": "Billing Incident Brief 2189"}, {"id": "xt2189", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2189"}]}, "instruction": "Search docs for 'billing incident 13' and inspect top results.", "seed": 44189, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2189", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_6.txt": "seed 2190"}}, "instruction": "Write 'entry-train-2190-247' to /notes/status_train_2190.md.", "seed": 44190, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_train_2190.md"}, {"key": "/notes/status_train_2190.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2190-247"}], "task_id": "train_files_2190", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 44191, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2191", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2969}}}], "gold_summary": null, "initial_state": {"accounts": {"at2192": {"id": "at2192", "status": "active", "tier": "enterprise"}, "bt2192": {"id": "bt2192", "status": "active", "tier": "plus"}}}, "instruction": "Create a new account with id nt2192.", "seed": 44192, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2192"}, {"op": "equals", "path": "accounts.nt2192.status", "value": "active"}], "task_id": "train_crud_2192", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2193", "text": "onboarding incident 0 root cause and mitigation timeline", "title": "Onboarding Incident Brief 2193"}, {"id": "xt2193", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2193"}]}, "instruction": "Search docs for 'onboarding incident 0' and inspect top results.", "seed": 44193, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2193", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_3.txt": "seed 2194"}}, "instruction": "Write 'entry-train-2194-499' to /reports/summary_train_2194.md.", "seed": 44194, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_2194.md"}, {"key": "/reports/summary_train_2194.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2194-499"}], "task_id": "train_files_2194", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 44195, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2195", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2196": {"id": "at2196", "status": "active", "tier": "enterprise"}, "bt2196": {"id": "bt2196", "status": "active", "tier": "basic"}}}, "instruction": "Close account at2196 and mark the reason as risk_review.", "seed": 44196, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2196.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2196.closed_reason", "value": "risk_review"}], "task_id": "train_crud_2196", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2197", "text": "onboarding incident 4 root cause and mitigation timeline", "title": "Onboarding Incident Brief 2197"}, {"id": "xt2197", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2197"}]}, "instruction": "Search docs for 'onboarding incident 4' and inspect top results.", "seed": 44197, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2197", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2975}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_0.txt": "seed 2198"}}, "instruction": "Write 'entry-train-2198-494' to /snapshots/delta_train_2198.log.", "seed": 44198, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/delta_train_2198.log"}, {"key": "/snapshots/delta_train_2198.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2198-494"}], "task_id": "train_files_2198", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 44199, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2199", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2200": {"id": "at2200", "status": "active", "tier": "enterprise"}, "bt2200": {"id": "bt2200", "status": "active", "tier": "enterprise"}}}, "instruction": "Update account at2200 so tier is basic.", "seed": 44200, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2200.tier", "value": "basic"}], "task_id": "train_crud_2200", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2201", "text": "retention incident 8 root cause and mitigation timeline", "title": "Retention Incident Brief 2201"}, {"id": "xt2201", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2201"}]}, "instruction": "Search docs for 'retention incident 8' and inspect top results.", "seed": 44201, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2201", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_4.txt": "seed 2202"}}, "instruction": "Write 'entry-train-2202-791' to /exports/delta_train_2202.log.", "seed": 44202, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_train_2202.log"}, {"key": "/exports/delta_train_2202.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2202-791"}], "task_id": "train_files_2202", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 44203, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2203", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2981}}}], "gold_summary": null, "initial_state": {"accounts": {"at2204": {"id": "at2204", "status": "active", "tier": "enterprise"}, "bt2204": {"id": "bt2204", "status": "active", "tier": "basic"}}}, "instruction": "Add customer account nt2204.", "seed": 44204, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2204"}, {"op": "equals", "path": "accounts.nt2204.status", "value": "active"}], "task_id": "train_crud_2204", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2205", "text": "onboarding incident 12 root cause and mitigation timeline", "title": "Onboarding Incident Brief 2205"}, {"id": "xt2205", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2205"}]}, "instruction": "Search docs for 'onboarding incident 12' and inspect top results.", "seed": 44205, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2205", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_1.txt": "seed 2206"}}, "instruction": "Write 'entry-train-2206-900' to /exports/delta_train_2206.txt.", "seed": 44206, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_train_2206.txt"}, {"key": "/exports/delta_train_2206.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2206-900"}], "task_id": "train_files_2206", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 44207, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2207", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2208": {"id": "at2208", "status": "active", "tier": "enterprise"}, "bt2208": {"id": "bt2208", "status": "active", "tier": "premium"}}}, "instruction": "Close account at2208 and mark the reason as risk_review.", "seed": 44208, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2208.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2208.closed_reason", "value": "risk_review"}], "task_id": "train_crud_2208", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2209", "text": "billing incident 16 root cause and mitigation timeline", "title": "Billing Incident Brief 2209"}, {"id": "xt2209", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2209"}]}, "instruction": "Run document search with query 'billing incident 16'.", "seed": 44209, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2209", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2987}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_5.txt": "seed 2210"}}, "instruction": "Create file /notes/runbook_train_2210.log with content 'entry-train-2210-489'.", "seed": 44210, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_2210.log"}, {"key": "/notes/runbook_train_2210.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2210-489"}], "task_id": "train_files_2210", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 44211, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2211", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2212": {"id": "at2212", "status": "active", "tier": "basic"}, "bt2212": {"id": "bt2212", "status": "active", "tier": "basic"}}}, "instruction": "Set the subscription tier for at2212 to plus.", "seed": 44212, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2212.tier", "value": "plus"}], "task_id": "train_crud_2212", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2213", "text": "compliance incident 3 root cause and mitigation timeline", "title": "Compliance Incident Brief 2213"}, {"id": "xt2213", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2213"}]}, "instruction": "Search docs for 'compliance incident 3' and inspect top results.", "seed": 44213, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2213", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_2.txt": "seed 2214"}}, "instruction": "Store the text 'entry-train-2214-315' at /notes/runbook_train_2214.md.", "seed": 44214, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_2214.md"}, {"key": "/notes/runbook_train_2214.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2214-315"}], "task_id": "train_files_2214", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 44215, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2215", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 2993}}}], "gold_summary": null, "initial_state": {"accounts": {"at2216": {"id": "at2216", "status": "active", "tier": "premium"}, "bt2216": {"id": "bt2216", "status": "active", "tier": "enterprise"}}}, "instruction": "Register account nt2216 with active status.", "seed": 44216, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2216"}, {"op": "equals", "path": "accounts.nt2216.status", "value": "active"}], "task_id": "train_crud_2216", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2217", "text": "security incident 7 root cause and mitigation timeline", "title": "Security Incident Brief 2217"}, {"id": "xt2217", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2217"}]}, "instruction": "Run document search with query 'security incident 7'.", "seed": 44217, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2217", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_6.txt": "seed 2218"}}, "instruction": "Write 'entry-train-2218-436' to /drafts/rollup_train_2218.log.", "seed": 44218, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_2218.log"}, {"key": "/drafts/rollup_train_2218.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2218-436"}], "task_id": "train_files_2218", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 44219, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2219", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2220": {"id": "at2220", "status": "active", "tier": "basic"}, "bt2220": {"id": "bt2220", "status": "active", "tier": "plus"}}}, "instruction": "Archive account at2220 by closing it with reason compliance.", "seed": 44220, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2220.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2220.closed_reason", "value": "compliance"}], "task_id": "train_crud_2220", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2221", "text": "retention incident 11 root cause and mitigation timeline", "title": "Retention Incident Brief 2221"}, {"id": "xt2221", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2221"}]}, "instruction": "Run document search with query 'retention incident 11'.", "seed": 44221, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2221", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 2999}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_3.txt": "seed 2222"}}, "instruction": "Write 'entry-train-2222-766' to /notes/summary_train_2222.log.", "seed": 44222, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_2222.log"}, {"key": "/notes/summary_train_2222.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2222-766"}], "task_id": "train_files_2222", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 44223, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2223", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2224": {"id": "at2224", "status": "active", "tier": "basic"}, "bt2224": {"id": "bt2224", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at2224 with tier=premium.", "seed": 44224, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2224.tier", "value": "premium"}], "task_id": "train_crud_2224", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2225", "text": "compliance incident 15 root cause and mitigation timeline", "title": "Compliance Incident Brief 2225"}, {"id": "xt2225", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2225"}]}, "instruction": "Find relevant docs for 'compliance incident 15'.", "seed": 44225, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2225", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_0.txt": "seed 2226"}}, "instruction": "Write 'entry-train-2226-479' to /reports/summary_train_2226.md.", "seed": 44226, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_2226.md"}, {"key": "/reports/summary_train_2226.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2226-479"}], "task_id": "train_files_2226", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 44227, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2227", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3005}}}], "gold_summary": null, "initial_state": {"accounts": {"at2228": {"id": "at2228", "status": "active", "tier": "basic"}, "bt2228": {"id": "bt2228", "status": "active", "tier": "premium"}}}, "instruction": "Create a new account with id nt2228.", "seed": 44228, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2228"}, {"op": "equals", "path": "accounts.nt2228.status", "value": "active"}], "task_id": "train_crud_2228", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2229", "text": "billing incident 2 root cause and mitigation timeline", "title": "Billing Incident Brief 2229"}, {"id": "xt2229", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2229"}]}, "instruction": "Find relevant docs for 'billing incident 2'.", "seed": 44229, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2229", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_4.txt": "seed 2230"}}, "instruction": "Create file /exports/status_train_2230.txt with content 'entry-train-2230-605'.", "seed": 44230, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_2230.txt"}, {"key": "/exports/status_train_2230.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2230-605"}], "task_id": "train_files_2230", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 44231, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2231", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2232": {"id": "at2232", "status": "active", "tier": "basic"}, "bt2232": {"id": "bt2232", "status": "active", "tier": "enterprise"}}}, "instruction": "Deactivate user account at2232; use reason user_request.", "seed": 44232, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2232.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2232.closed_reason", "value": "user_request"}], "task_id": "train_crud_2232", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2233", "text": "onboarding incident 6 root cause and mitigation timeline", "title": "Onboarding Incident Brief 2233"}, {"id": "xt2233", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2233"}]}, "instruction": "Run document search with query 'onboarding incident 6'.", "seed": 44233, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2233", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3011}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_1.txt": "seed 2234"}}, "instruction": "Store the text 'entry-train-2234-775' at /drafts/delta_train_2234.txt.", "seed": 44234, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_train_2234.txt"}, {"key": "/drafts/delta_train_2234.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2234-775"}], "task_id": "train_files_2234", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 44235, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2235", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2236": {"id": "at2236", "status": "active", "tier": "basic"}, "bt2236": {"id": "bt2236", "status": "active", "tier": "plus"}}}, "instruction": "Patch account at2236 with tier=enterprise.", "seed": 44236, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2236.tier", "value": "enterprise"}], "task_id": "train_crud_2236", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2237", "text": "security incident 10 root cause and mitigation timeline", "title": "Security Incident Brief 2237"}, {"id": "xt2237", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2237"}]}, "instruction": "Find relevant docs for 'security incident 10'.", "seed": 44237, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2237", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_5.txt": "seed 2238"}}, "instruction": "Create file /drafts/delta_train_2238.log with content 'entry-train-2238-901'.", "seed": 44238, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_train_2238.log"}, {"key": "/drafts/delta_train_2238.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2238-901"}], "task_id": "train_files_2238", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 44239, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2239", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3017}}}], "gold_summary": null, "initial_state": {"accounts": {"at2240": {"id": "at2240", "status": "active", "tier": "premium"}, "bt2240": {"id": "bt2240", "status": "active", "tier": "enterprise"}}}, "instruction": "Create a new account with id nt2240.", "seed": 44240, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2240"}, {"op": "equals", "path": "accounts.nt2240.status", "value": "active"}], "task_id": "train_crud_2240", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2241", "text": "compliance incident 14 root cause and mitigation timeline", "title": "Compliance Incident Brief 2241"}, {"id": "xt2241", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2241"}]}, "instruction": "Run document search with query 'compliance incident 14'.", "seed": 44241, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2241", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_2.txt": "seed 2242"}}, "instruction": "Store the text 'entry-train-2242-224' at /snapshots/rollup_train_2242.md.", "seed": 44242, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_2242.md"}, {"key": "/snapshots/rollup_train_2242.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2242-224"}], "task_id": "train_files_2242", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 44243, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2243", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2244": {"id": "at2244", "status": "active", "tier": "plus"}, "bt2244": {"id": "bt2244", "status": "active", "tier": "premium"}}}, "instruction": "Archive account at2244 by closing it with reason compliance.", "seed": 44244, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2244.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2244.closed_reason", "value": "compliance"}], "task_id": "train_crud_2244", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2245", "text": "compliance incident 1 root cause and mitigation timeline", "title": "Compliance Incident Brief 2245"}, {"id": "xt2245", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2245"}]}, "instruction": "Search docs for 'compliance incident 1' and inspect top results.", "seed": 44245, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2245", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3023}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_6.txt": "seed 2246"}}, "instruction": "Store the text 'entry-train-2246-183' at /snapshots/status_train_2246.md.", "seed": 44246, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_2246.md"}, {"key": "/snapshots/status_train_2246.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2246-183"}], "task_id": "train_files_2246", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 44247, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2247", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2248": {"id": "at2248", "status": "active", "tier": "plus"}, "bt2248": {"id": "bt2248", "status": "active", "tier": "plus"}}}, "instruction": "Set the subscription tier for at2248 to basic.", "seed": 44248, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2248.tier", "value": "basic"}], "task_id": "train_crud_2248", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2249", "text": "billing incident 5 root cause and mitigation timeline", "title": "Billing Incident Brief 2249"}, {"id": "xt2249", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2249"}]}, "instruction": "Search docs for 'billing incident 5' and inspect top results.", "seed": 44249, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2249", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_3.txt": "seed 2250"}}, "instruction": "Store the text 'entry-train-2250-706' at /snapshots/rollup_train_2250.txt.", "seed": 44250, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_2250.txt"}, {"key": "/snapshots/rollup_train_2250.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2250-706"}], "task_id": "train_files_2250", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 44251, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2251", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3029}}}], "gold_summary": null, "initial_state": {"accounts": {"at2252": {"id": "at2252", "status": "active", "tier": "enterprise"}, "bt2252": {"id": "bt2252", "status": "active", "tier": "premium"}}}, "instruction": "Create a new account with id nt2252.", "seed": 44252, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2252"}, {"op": "equals", "path": "accounts.nt2252.status", "value": "active"}], "task_id": "train_crud_2252", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_0.txt": "seed 2254"}}, "instruction": "Write 'entry-train-2254-549' to /reports/delta_train_2254.log.", "seed": 44254, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/delta_train_2254.log"}, {"key": "/reports/delta_train_2254.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2254-549"}], "task_id": "train_files_2254", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2256": {"id": "at2256", "status": "active", "tier": "basic"}, "bt2256": {"id": "bt2256", "status": "active", "tier": "premium"}}}, "instruction": "Close account at2256 and mark the reason as user_request.", "seed": 44256, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2256.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2256.closed_reason", "value": "user_request"}], "task_id": "train_crud_2256", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3035}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_4.txt": "seed 2258"}}, "instruction": "Write 'entry-train-2258-542' to /exports/delta_train_2258.log.", "seed": 44258, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_train_2258.log"}, {"key": "/exports/delta_train_2258.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2258-542"}], "task_id": "train_files_2258", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2260": {"id": "at2260", "status": "active", "tier": "premium"}, "bt2260": {"id": "bt2260", "status": "active", "tier": "enterprise"}}}, "instruction": "Update account at2260 so tier is plus.", "seed": 44260, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2260.tier", "value": "plus"}], "task_id": "train_crud_2260", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3041}}}], "gold_summary": null, "initial_state": {"accounts": {"at2264": {"id": "at2264", "status": "active", "tier": "premium"}, "bt2264": {"id": "bt2264", "status": "active", "tier": "basic"}}}, "instruction": "Register account nt2264 with active status.", "seed": 44264, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2264"}, {"op": "equals", "path": "accounts.nt2264.status", "value": "active"}], "task_id": "train_crud_2264", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2268": {"id": "at2268", "status": "active", "tier": "premium"}, "bt2268": {"id": "bt2268", "status": "active", "tier": "enterprise"}}}, "instruction": "Archive account at2268 by closing it with reason compliance.", "seed": 44268, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2268.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2268.closed_reason", "value": "compliance"}], "task_id": "train_crud_2268", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2269", "text": "onboarding incident 8 root cause and mitigation timeline", "title": "Onboarding Incident Brief 2269"}, {"id": "xt2269", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2269"}]}, "instruction": "Search docs for 'onboarding incident 8' and inspect top results.", "seed": 44269, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2269", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3047}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_2.txt": "seed 2270"}}, "instruction": "Write 'entry-train-2270-161' to /drafts/status_train_2270.txt.", "seed": 44270, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/status_train_2270.txt"}, {"key": "/drafts/status_train_2270.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2270-161"}], "task_id": "train_files_2270", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 44271, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2271", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2272": {"id": "at2272", "status": "active", "tier": "premium"}, "bt2272": {"id": "bt2272", "status": "active", "tier": "plus"}}}, "instruction": "Update account at2272 so tier is plus.", "seed": 44272, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2272.tier", "value": "plus"}], "task_id": "train_crud_2272", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2273", "text": "latency incident 12 root cause and mitigation timeline", "title": "Latency Incident Brief 2273"}, {"id": "xt2273", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2273"}]}, "instruction": "Run document search with query 'latency incident 12'.", "seed": 44273, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2273", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_6.txt": "seed 2274"}}, "instruction": "Store the text 'entry-train-2274-630' at /exports/runbook_train_2274.txt.", "seed": 44274, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_2274.txt"}, {"key": "/exports/runbook_train_2274.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2274-630"}], "task_id": "train_files_2274", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 44275, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2275", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3053}}}], "gold_summary": null, "initial_state": {"accounts": {"at2276": {"id": "at2276", "status": "active", "tier": "basic"}, "bt2276": {"id": "bt2276", "status": "active", "tier": "premium"}}}, "instruction": "Create a new account with id nt2276.", "seed": 44276, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2276"}, {"op": "equals", "path": "accounts.nt2276.status", "value": "active"}], "task_id": "train_crud_2276", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2277", "text": "security incident 16 root cause and mitigation timeline", "title": "Security Incident Brief 2277"}, {"id": "xt2277", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2277"}]}, "instruction": "Search docs for 'security incident 16' and inspect top results.", "seed": 44277, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2277", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 2278"}}, "instruction": "Store the text 'entry-train-2278-587' at /exports/status_train_2278.log.", "seed": 44278, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_2278.log"}, {"key": "/exports/status_train_2278.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2278-587"}], "task_id": "train_files_2278", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 44279, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2279", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2280": {"id": "at2280", "status": "active", "tier": "premium"}, "bt2280": {"id": "bt2280", "status": "active", "tier": "premium"}}}, "instruction": "Deactivate user account at2280; use reason compliance.", "seed": 44280, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2280.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2280.closed_reason", "value": "compliance"}], "task_id": "train_crud_2280", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2281", "text": "security incident 3 root cause and mitigation timeline", "title": "Security Incident Brief 2281"}, {"id": "xt2281", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2281"}]}, "instruction": "Run document search with query 'security incident 3'.", "seed": 44281, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2281", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3059}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_0.txt": "seed 2282"}}, "instruction": "Store the text 'entry-train-2282-103' at /reports/rollup_train_2282.txt.", "seed": 44282, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_2282.txt"}, {"key": "/reports/rollup_train_2282.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2282-103"}], "task_id": "train_files_2282", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 44283, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2283", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2284": {"id": "at2284", "status": "active", "tier": "plus"}, "bt2284": {"id": "bt2284", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at2284 with tier=basic.", "seed": 44284, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2284.tier", "value": "basic"}], "task_id": "train_crud_2284", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2285", "text": "retention incident 7 root cause and mitigation timeline", "title": "Retention Incident Brief 2285"}, {"id": "xt2285", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2285"}]}, "instruction": "Search docs for 'retention incident 7' and inspect top results.", "seed": 44285, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2285", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_4.txt": "seed 2286"}}, "instruction": "Write 'entry-train-2286-471' to /snapshots/status_train_2286.txt.", "seed": 44286, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_2286.txt"}, {"key": "/snapshots/status_train_2286.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2286-471"}], "task_id": "train_files_2286", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 44287, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2287", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3065}}}], "gold_summary": null, "initial_state": {"accounts": {"at2288": {"id": "at2288", "status": "active", "tier": "basic"}, "bt2288": {"id": "bt2288", "status": "active", "tier": "premium"}}}, "instruction": "Register account nt2288 with active status.", "seed": 44288, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2288"}, {"op": "equals", "path": "accounts.nt2288.status", "value": "active"}], "task_id": "train_crud_2288", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2289", "text": "security incident 11 root cause and mitigation timeline", "title": "Security Incident Brief 2289"}, {"id": "xt2289", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2289"}]}, "instruction": "Run document search with query 'security incident 11'.", "seed": 44289, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2289", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_1.txt": "seed 2290"}}, "instruction": "Create file /reports/summary_train_2290.txt with content 'entry-train-2290-302'.", "seed": 44290, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_2290.txt"}, {"key": "/reports/summary_train_2290.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2290-302"}], "task_id": "train_files_2290", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 44291, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2291", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2292": {"id": "at2292", "status": "active", "tier": "plus"}, "bt2292": {"id": "bt2292", "status": "active", "tier": "plus"}}}, "instruction": "Close account at2292 and mark the reason as user_request.", "seed": 44292, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2292.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2292.closed_reason", "value": "user_request"}], "task_id": "train_crud_2292", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2293", "text": "latency incident 15 root cause and mitigation timeline", "title": "Latency Incident Brief 2293"}, {"id": "xt2293", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2293"}]}, "instruction": "Search docs for 'latency incident 15' and inspect top results.", "seed": 44293, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2293", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3071}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_5.txt": "seed 2294"}}, "instruction": "Write 'entry-train-2294-906' to /drafts/rollup_train_2294.log.", "seed": 44294, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_2294.log"}, {"key": "/drafts/rollup_train_2294.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2294-906"}], "task_id": "train_files_2294", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 44295, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2295", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2296": {"id": "at2296", "status": "active", "tier": "plus"}, "bt2296": {"id": "bt2296", "status": "active", "tier": "premium"}}}, "instruction": "Patch account at2296 with tier=premium.", "seed": 44296, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2296.tier", "value": "premium"}], "task_id": "train_crud_2296", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2297", "text": "onboarding incident 2 root cause and mitigation timeline", "title": "Onboarding Incident Brief 2297"}, {"id": "xt2297", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2297"}]}, "instruction": "Run document search with query 'onboarding incident 2'.", "seed": 44297, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2297", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_2.txt": "seed 2298"}}, "instruction": "Write 'entry-train-2298-233' to /reports/summary_train_2298.txt.", "seed": 44298, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_2298.txt"}, {"key": "/reports/summary_train_2298.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2298-233"}], "task_id": "train_files_2298", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 44299, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2299", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3077}}}], "gold_summary": null, "initial_state": {"accounts": {"at2300": {"id": "at2300", "status": "active", "tier": "premium"}, "bt2300": {"id": "bt2300", "status": "active", "tier": "enterprise"}}}, "instruction": "Add customer account nt2300.", "seed": 44300, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2300"}, {"op": "equals", "path": "accounts.nt2300.status", "value": "active"}], "task_id": "train_crud_2300", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2301", "text": "security incident 6 root cause and mitigation timeline", "title": "Security Incident Brief 2301"}, {"id": "xt2301", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2301"}]}, "instruction": "Find relevant docs for 'security incident 6'.", "seed": 44301, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2301", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_6.txt": "seed 2302"}}, "instruction": "Write 'entry-train-2302-401' to /notes/status_train_2302.log.", "seed": 44302, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_train_2302.log"}, {"key": "/notes/status_train_2302.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2302-401"}], "task_id": "train_files_2302", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 44303, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2303", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2304": {"id": "at2304", "status": "active", "tier": "enterprise"}, "bt2304": {"id": "bt2304", "status": "active", "tier": "basic"}}}, "instruction": "Archive account at2304 by closing it with reason compliance.", "seed": 44304, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2304.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2304.closed_reason", "value": "compliance"}], "task_id": "train_crud_2304", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2305", "text": "onboarding incident 10 root cause and mitigation timeline", "title": "Onboarding Incident Brief 2305"}, {"id": "xt2305", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2305"}]}, "instruction": "Search docs for 'onboarding incident 10' and inspect top results.", "seed": 44305, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2305", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3083}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_3.txt": "seed 2306"}}, "instruction": "Store the text 'entry-train-2306-869' at /notes/rollup_train_2306.log.", "seed": 44306, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_2306.log"}, {"key": "/notes/rollup_train_2306.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2306-869"}], "task_id": "train_files_2306", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 44307, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2307", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2308": {"id": "at2308", "status": "active", "tier": "plus"}, "bt2308": {"id": "bt2308", "status": "active", "tier": "premium"}}}, "instruction": "Patch account at2308 with tier=premium.", "seed": 44308, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2308.tier", "value": "premium"}], "task_id": "train_crud_2308", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2309", "text": "retention incident 14 root cause and mitigation timeline", "title": "Retention Incident Brief 2309"}, {"id": "xt2309", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2309"}]}, "instruction": "Run document search with query 'retention incident 14'.", "seed": 44309, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2309", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_0.txt": "seed 2310"}}, "instruction": "Store the text 'entry-train-2310-753' at /exports/delta_train_2310.md.", "seed": 44310, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_train_2310.md"}, {"key": "/exports/delta_train_2310.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2310-753"}], "task_id": "train_files_2310", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 44311, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2311", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3089}}}], "gold_summary": null, "initial_state": {"accounts": {"at2312": {"id": "at2312", "status": "active", "tier": "enterprise"}, "bt2312": {"id": "bt2312", "status": "active", "tier": "enterprise"}}}, "instruction": "Create a new account with id nt2312.", "seed": 44312, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2312"}, {"op": "equals", "path": "accounts.nt2312.status", "value": "active"}], "task_id": "train_crud_2312", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2313", "text": "latency incident 1 root cause and mitigation timeline", "title": "Latency Incident Brief 2313"}, {"id": "xt2313", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2313"}]}, "instruction": "Run document search with query 'latency incident 1'.", "seed": 44313, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2313", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_4.txt": "seed 2314"}}, "instruction": "Store the text 'entry-train-2314-360' at /notes/status_train_2314.md.", "seed": 44314, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_train_2314.md"}, {"key": "/notes/status_train_2314.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2314-360"}], "task_id": "train_files_2314", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 44315, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2315", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2316": {"id": "at2316", "status": "active", "tier": "premium"}, "bt2316": {"id": "bt2316", "status": "active", "tier": "basic"}}}, "instruction": "Archive account at2316 by closing it with reason compliance.", "seed": 44316, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2316.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2316.closed_reason", "value": "compliance"}], "task_id": "train_crud_2316", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2317", "text": "onboarding incident 5 root cause and mitigation timeline", "title": "Onboarding Incident Brief 2317"}, {"id": "xt2317", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2317"}]}, "instruction": "Run document search with query 'onboarding incident 5'.", "seed": 44317, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2317", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3095}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_1.txt": "seed 2318"}}, "instruction": "Create file /snapshots/rollup_train_2318.md with content 'entry-train-2318-518'.", "seed": 44318, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_2318.md"}, {"key": "/snapshots/rollup_train_2318.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2318-518"}], "task_id": "train_files_2318", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 44319, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2319", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2320": {"id": "at2320", "status": "active", "tier": "basic"}, "bt2320": {"id": "bt2320", "status": "active", "tier": "enterprise"}}}, "instruction": "Update account at2320 so tier is plus.", "seed": 44320, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2320.tier", "value": "plus"}], "task_id": "train_crud_2320", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2321", "text": "retention incident 9 root cause and mitigation timeline", "title": "Retention Incident Brief 2321"}, {"id": "xt2321", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2321"}]}, "instruction": "Run document search with query 'retention incident 9'.", "seed": 44321, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2321", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_5.txt": "seed 2322"}}, "instruction": "Store the text 'entry-train-2322-625' at /reports/runbook_train_2322.log.", "seed": 44322, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_2322.log"}, {"key": "/reports/runbook_train_2322.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2322-625"}], "task_id": "train_files_2322", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 44323, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2323", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3101}}}], "gold_summary": null, "initial_state": {"accounts": {"at2324": {"id": "at2324", "status": "active", "tier": "basic"}, "bt2324": {"id": "bt2324", "status": "active", "tier": "premium"}}}, "instruction": "Create a new account with id nt2324.", "seed": 44324, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2324"}, {"op": "equals", "path": "accounts.nt2324.status", "value": "active"}], "task_id": "train_crud_2324", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2325", "text": "onboarding incident 13 root cause and mitigation timeline", "title": "Onboarding Incident Brief 2325"}, {"id": "xt2325", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2325"}]}, "instruction": "Run document search with query 'onboarding incident 13'.", "seed": 44325, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2325", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_2.txt": "seed 2326"}}, "instruction": "Store the text 'entry-train-2326-409' at /drafts/runbook_train_2326.md.", "seed": 44326, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_train_2326.md"}, {"key": "/drafts/runbook_train_2326.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2326-409"}], "task_id": "train_files_2326", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 44327, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2327", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2328": {"id": "at2328", "status": "active", "tier": "premium"}, "bt2328": {"id": "bt2328", "status": "active", "tier": "premium"}}}, "instruction": "Deactivate user account at2328; use reason duplicate_account.", "seed": 44328, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2328.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2328.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_2328", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2329", "text": "compliance incident 0 root cause and mitigation timeline", "title": "Compliance Incident Brief 2329"}, {"id": "xt2329", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2329"}]}, "instruction": "Find relevant docs for 'compliance incident 0'.", "seed": 44329, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2329", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3107}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_6.txt": "seed 2330"}}, "instruction": "Write 'entry-train-2330-624' to /reports/rollup_train_2330.log.", "seed": 44330, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_2330.log"}, {"key": "/reports/rollup_train_2330.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2330-624"}], "task_id": "train_files_2330", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 44331, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2331", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2332": {"id": "at2332", "status": "active", "tier": "plus"}, "bt2332": {"id": "bt2332", "status": "active", "tier": "plus"}}}, "instruction": "Patch account at2332 with tier=premium.", "seed": 44332, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2332.tier", "value": "premium"}], "task_id": "train_crud_2332", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2333", "text": "retention incident 4 root cause and mitigation timeline", "title": "Retention Incident Brief 2333"}, {"id": "xt2333", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2333"}]}, "instruction": "Run document search with query 'retention incident 4'.", "seed": 44333, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2333", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_3.txt": "seed 2334"}}, "instruction": "Store the text 'entry-train-2334-539' at /reports/runbook_train_2334.txt.", "seed": 44334, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_2334.txt"}, {"key": "/reports/runbook_train_2334.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2334-539"}], "task_id": "train_files_2334", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 44335, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2335", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3113}}}], "gold_summary": null, "initial_state": {"accounts": {"at2336": {"id": "at2336", "status": "active", "tier": "basic"}, "bt2336": {"id": "bt2336", "status": "active", "tier": "plus"}}}, "instruction": "Add customer account nt2336.", "seed": 44336, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2336"}, {"op": "equals", "path": "accounts.nt2336.status", "value": "active"}], "task_id": "train_crud_2336", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2337", "text": "security incident 8 root cause and mitigation timeline", "title": "Security Incident Brief 2337"}, {"id": "xt2337", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2337"}]}, "instruction": "Find relevant docs for 'security incident 8'.", "seed": 44337, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2337", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_0.txt": "seed 2338"}}, "instruction": "Create file /reports/rollup_train_2338.log with content 'entry-train-2338-954'.", "seed": 44338, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_2338.log"}, {"key": "/reports/rollup_train_2338.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2338-954"}], "task_id": "train_files_2338", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 44339, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2339", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2340": {"id": "at2340", "status": "active", "tier": "enterprise"}, "bt2340": {"id": "bt2340", "status": "active", "tier": "premium"}}}, "instruction": "Archive account at2340 by closing it with reason duplicate_account.", "seed": 44340, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2340.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2340.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_2340", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2341", "text": "billing incident 12 root cause and mitigation timeline", "title": "Billing Incident Brief 2341"}, {"id": "xt2341", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2341"}]}, "instruction": "Search docs for 'billing incident 12' and inspect top results.", "seed": 44341, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2341", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3119}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_4.txt": "seed 2342"}}, "instruction": "Store the text 'entry-train-2342-681' at /drafts/status_train_2342.md.", "seed": 44342, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/status_train_2342.md"}, {"key": "/drafts/status_train_2342.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2342-681"}], "task_id": "train_files_2342", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 44343, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2343", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2344": {"id": "at2344", "status": "active", "tier": "enterprise"}, "bt2344": {"id": "bt2344", "status": "active", "tier": "enterprise"}}}, "instruction": "Update account at2344 so tier is basic.", "seed": 44344, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2344.tier", "value": "basic"}], "task_id": "train_crud_2344", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2345", "text": "security incident 16 root cause and mitigation timeline", "title": "Security Incident Brief 2345"}, {"id": "xt2345", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2345"}]}, "instruction": "Search docs for 'security incident 16' and inspect top results.", "seed": 44345, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2345", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_1.txt": "seed 2346"}}, "instruction": "Create file /exports/delta_train_2346.md with content 'entry-train-2346-754'.", "seed": 44346, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_train_2346.md"}, {"key": "/exports/delta_train_2346.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2346-754"}], "task_id": "train_files_2346", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 44347, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2347", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3125}}}], "gold_summary": null, "initial_state": {"accounts": {"at2348": {"id": "at2348", "status": "active", "tier": "plus"}, "bt2348": {"id": "bt2348", "status": "active", "tier": "enterprise"}}}, "instruction": "Create a new account with id nt2348.", "seed": 44348, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2348"}, {"op": "equals", "path": "accounts.nt2348.status", "value": "active"}], "task_id": "train_crud_2348", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_5.txt": "seed 2350"}}, "instruction": "Create file /snapshots/runbook_train_2350.txt with content 'entry-train-2350-338'.", "seed": 44350, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/runbook_train_2350.txt"}, {"key": "/snapshots/runbook_train_2350.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2350-338"}], "task_id": "train_files_2350", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 44351, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2351", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3131}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_2.txt": "seed 2354"}}, "instruction": "Write 'entry-train-2354-860' to /notes/rollup_train_2354.md.", "seed": 44354, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_2354.md"}, {"key": "/notes/rollup_train_2354.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2354-860"}], "task_id": "train_files_2354", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2356": {"id": "at2356", "status": "active", "tier": "premium"}, "bt2356": {"id": "bt2356", "status": "active", "tier": "enterprise"}}}, "instruction": "Update account at2356 so tier is plus.", "seed": 44356, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2356.tier", "value": "plus"}], "task_id": "train_crud_2356", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2357", "text": "onboarding incident 11 root cause and mitigation timeline", "title": "Onboarding Incident Brief 2357"}, {"id": "xt2357", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2357"}]}, "instruction": "Find relevant docs for 'onboarding incident 11'.", "seed": 44357, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2357", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_6.txt": "seed 2358"}}, "instruction": "Write 'entry-train-2358-107' to /snapshots/runbook_train_2358.txt.", "seed": 44358, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/runbook_train_2358.txt"}, {"key": "/snapshots/runbook_train_2358.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2358-107"}], "task_id": "train_files_2358", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 44359, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2359", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3137}}}], "gold_summary": null, "initial_state": {"accounts": {"at2360": {"id": "at2360", "status": "active", "tier": "plus"}, "bt2360": {"id": "bt2360", "status": "active", "tier": "premium"}}}, "instruction": "Add customer account nt2360.", "seed": 44360, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2360"}, {"op": "equals", "path": "accounts.nt2360.status", "value": "active"}], "task_id": "train_crud_2360", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2361", "text": "compliance incident 15 root cause and mitigation timeline", "title": "Compliance Incident Brief 2361"}, {"id": "xt2361", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2361"}]}, "instruction": "Run document search with query 'compliance incident 15'.", "seed": 44361, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2361", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_3.txt": "seed 2362"}}, "instruction": "Create file /notes/summary_train_2362.log with content 'entry-train-2362-193'.", "seed": 44362, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_2362.log"}, {"key": "/notes/summary_train_2362.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2362-193"}], "task_id": "train_files_2362", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 44363, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2363", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2364": {"id": "at2364", "status": "active", "tier": "plus"}, "bt2364": {"id": "bt2364", "status": "active", "tier": "plus"}}}, "instruction": "Archive account at2364 by closing it with reason risk_review.", "seed": 44364, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2364.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2364.closed_reason", "value": "risk_review"}], "task_id": "train_crud_2364", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2365", "text": "retention incident 2 root cause and mitigation timeline", "title": "Retention Incident Brief 2365"}, {"id": "xt2365", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2365"}]}, "instruction": "Run document search with query 'retention incident 2'.", "seed": 44365, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2365", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2368": {"id": "at2368", "status": "active", "tier": "premium"}, "bt2368": {"id": "bt2368", "status": "active", "tier": "premium"}}}, "instruction": "Patch account at2368 with tier=enterprise.", "seed": 44368, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2368.tier", "value": "enterprise"}], "task_id": "train_crud_2368", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 44371, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2371", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3149}}}], "gold_summary": null, "initial_state": {"accounts": {"at2372": {"id": "at2372", "status": "active", "tier": "enterprise"}, "bt2372": {"id": "bt2372", "status": "active", "tier": "premium"}}}, "instruction": "Create a new account with id nt2372.", "seed": 44372, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2372"}, {"op": "equals", "path": "accounts.nt2372.status", "value": "active"}], "task_id": "train_crud_2372", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2373", "text": "onboarding incident 10 root cause and mitigation timeline", "title": "Onboarding Incident Brief 2373"}, {"id": "xt2373", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2373"}]}, "instruction": "Run document search with query 'onboarding incident 10'.", "seed": 44373, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2373", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_1.txt": "seed 2374"}}, "instruction": "Store the text 'entry-train-2374-811' at /reports/summary_train_2374.log.", "seed": 44374, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_2374.log"}, {"key": "/reports/summary_train_2374.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2374-811"}], "task_id": "train_files_2374", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 44375, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2375", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2376": {"id": "at2376", "status": "active", "tier": "enterprise"}, "bt2376": {"id": "bt2376", "status": "active", "tier": "basic"}}}, "instruction": "Close account at2376 and mark the reason as duplicate_account.", "seed": 44376, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2376.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2376.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_2376", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2377", "text": "retention incident 14 root cause and mitigation timeline", "title": "Retention Incident Brief 2377"}, {"id": "xt2377", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2377"}]}, "instruction": "Run document search with query 'retention incident 14'.", "seed": 44377, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2377", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3155}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_5.txt": "seed 2378"}}, "instruction": "Write 'entry-train-2378-169' to /snapshots/rollup_train_2378.md.", "seed": 44378, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_2378.md"}, {"key": "/snapshots/rollup_train_2378.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2378-169"}], "task_id": "train_files_2378", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 44379, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2379", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2380": {"id": "at2380", "status": "active", "tier": "enterprise"}, "bt2380": {"id": "bt2380", "status": "active", "tier": "plus"}}}, "instruction": "Update account at2380 so tier is plus.", "seed": 44380, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2380.tier", "value": "plus"}], "task_id": "train_crud_2380", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2381", "text": "onboarding incident 1 root cause and mitigation timeline", "title": "Onboarding Incident Brief 2381"}, {"id": "xt2381", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2381"}]}, "instruction": "Search docs for 'onboarding incident 1' and inspect top results.", "seed": 44381, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2381", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_2.txt": "seed 2382"}}, "instruction": "Create file /exports/summary_train_2382.log with content 'entry-train-2382-859'.", "seed": 44382, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_2382.log"}, {"key": "/exports/summary_train_2382.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2382-859"}], "task_id": "train_files_2382", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 44383, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2383", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3161}}}], "gold_summary": null, "initial_state": {"accounts": {"at2384": {"id": "at2384", "status": "active", "tier": "premium"}, "bt2384": {"id": "bt2384", "status": "active", "tier": "enterprise"}}}, "instruction": "Register account nt2384 with active status.", "seed": 44384, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2384"}, {"op": "equals", "path": "accounts.nt2384.status", "value": "active"}], "task_id": "train_crud_2384", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2385", "text": "security incident 5 root cause and mitigation timeline", "title": "Security Incident Brief 2385"}, {"id": "xt2385", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2385"}]}, "instruction": "Find relevant docs for 'security incident 5'.", "seed": 44385, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2385", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_6.txt": "seed 2386"}}, "instruction": "Store the text 'entry-train-2386-552' at /reports/delta_train_2386.txt.", "seed": 44386, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/delta_train_2386.txt"}, {"key": "/reports/delta_train_2386.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2386-552"}], "task_id": "train_files_2386", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 44387, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2387", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2388": {"id": "at2388", "status": "active", "tier": "premium"}, "bt2388": {"id": "bt2388", "status": "active", "tier": "basic"}}}, "instruction": "Close account at2388 and mark the reason as user_request.", "seed": 44388, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2388.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2388.closed_reason", "value": "user_request"}], "task_id": "train_crud_2388", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2389", "text": "compliance incident 9 root cause and mitigation timeline", "title": "Compliance Incident Brief 2389"}, {"id": "xt2389", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2389"}]}, "instruction": "Search docs for 'compliance incident 9' and inspect top results.", "seed": 44389, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2389", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3167}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 2390"}}, "instruction": "Write 'entry-train-2390-193' to /exports/status_train_2390.txt.", "seed": 44390, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_2390.txt"}, {"key": "/exports/status_train_2390.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2390-193"}], "task_id": "train_files_2390", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 44391, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2391", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2392": {"id": "at2392", "status": "active", "tier": "plus"}, "bt2392": {"id": "bt2392", "status": "active", "tier": "basic"}}}, "instruction": "Update account at2392 so tier is enterprise.", "seed": 44392, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2392.tier", "value": "enterprise"}], "task_id": "train_crud_2392", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2393", "text": "retention incident 13 root cause and mitigation timeline", "title": "Retention Incident Brief 2393"}, {"id": "xt2393", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2393"}]}, "instruction": "Find relevant docs for 'retention incident 13'.", "seed": 44393, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2393", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_0.txt": "seed 2394"}}, "instruction": "Write 'entry-train-2394-624' to /drafts/summary_train_2394.md.", "seed": 44394, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_2394.md"}, {"key": "/drafts/summary_train_2394.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2394-624"}], "task_id": "train_files_2394", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 44395, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2395", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3173}}}], "gold_summary": null, "initial_state": {"accounts": {"at2396": {"id": "at2396", "status": "active", "tier": "plus"}, "bt2396": {"id": "bt2396", "status": "active", "tier": "plus"}}}, "instruction": "Add customer account nt2396.", "seed": 44396, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2396"}, {"op": "equals", "path": "accounts.nt2396.status", "value": "active"}], "task_id": "train_crud_2396", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2397", "text": "compliance incident 0 root cause and mitigation timeline", "title": "Compliance Incident Brief 2397"}, {"id": "xt2397", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2397"}]}, "instruction": "Search docs for 'compliance incident 0' and inspect top results.", "seed": 44397, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2397", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_4.txt": "seed 2398"}}, "instruction": "Create file /drafts/status_train_2398.txt with content 'entry-train-2398-465'.", "seed": 44398, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/status_train_2398.txt"}, {"key": "/drafts/status_train_2398.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2398-465"}], "task_id": "train_files_2398", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 44399, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2399", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2400": {"id": "at2400", "status": "active", "tier": "enterprise"}, "bt2400": {"id": "bt2400", "status": "active", "tier": "enterprise"}}}, "instruction": "Close account at2400 and mark the reason as risk_review.", "seed": 44400, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2400.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2400.closed_reason", "value": "risk_review"}], "task_id": "train_crud_2400", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2401", "text": "retention incident 4 root cause and mitigation timeline", "title": "Retention Incident Brief 2401"}, {"id": "xt2401", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2401"}]}, "instruction": "Find relevant docs for 'retention incident 4'.", "seed": 44401, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2401", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3179}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 2402"}}, "instruction": "Write 'entry-train-2402-168' to /notes/runbook_train_2402.txt.", "seed": 44402, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_2402.txt"}, {"key": "/notes/runbook_train_2402.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2402-168"}], "task_id": "train_files_2402", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2404": {"id": "at2404", "status": "active", "tier": "basic"}, "bt2404": {"id": "bt2404", "status": "active", "tier": "plus"}}}, "instruction": "Set the subscription tier for at2404 to enterprise.", "seed": 44404, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2404.tier", "value": "enterprise"}], "task_id": "train_crud_2404", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2405", "text": "onboarding incident 8 root cause and mitigation timeline", "title": "Onboarding Incident Brief 2405"}, {"id": "xt2405", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2405"}]}, "instruction": "Find relevant docs for 'onboarding incident 8'.", "seed": 44405, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2405", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_5.txt": "seed 2406"}}, "instruction": "Store the text 'entry-train-2406-279' at /snapshots/status_train_2406.md.", "seed": 44406, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_2406.md"}, {"key": "/snapshots/status_train_2406.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2406-279"}], "task_id": "train_files_2406", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 44407, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2407", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3185}}}], "gold_summary": null, "initial_state": {"accounts": {"at2408": {"id": "at2408", "status": "active", "tier": "basic"}, "bt2408": {"id": "bt2408", "status": "active", "tier": "enterprise"}}}, "instruction": "Register account nt2408 with active status.", "seed": 44408, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2408"}, {"op": "equals", "path": "accounts.nt2408.status", "value": "active"}], "task_id": "train_crud_2408", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2409", "text": "onboarding incident 12 root cause and mitigation timeline", "title": "Onboarding Incident Brief 2409"}, {"id": "xt2409", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2409"}]}, "instruction": "Find relevant docs for 'onboarding incident 12'.", "seed": 44409, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2409", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_2.txt": "seed 2410"}}, "instruction": "Store the text 'entry-train-2410-121' at /notes/summary_train_2410.txt.", "seed": 44410, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_2410.txt"}, {"key": "/notes/summary_train_2410.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2410-121"}], "task_id": "train_files_2410", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 44411, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2411", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2412": {"id": "at2412", "status": "active", "tier": "basic"}, "bt2412": {"id": "bt2412", "status": "active", "tier": "plus"}}}, "instruction": "Deactivate user account at2412; use reason duplicate_account.", "seed": 44412, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2412.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2412.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_2412", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2413", "text": "latency incident 16 root cause and mitigation timeline", "title": "Latency Incident Brief 2413"}, {"id": "xt2413", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2413"}]}, "instruction": "Search docs for 'latency incident 16' and inspect top results.", "seed": 44413, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2413", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3191}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_6.txt": "seed 2414"}}, "instruction": "Write 'entry-train-2414-138' to /snapshots/status_train_2414.log.", "seed": 44414, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_2414.log"}, {"key": "/snapshots/status_train_2414.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2414-138"}], "task_id": "train_files_2414", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 44415, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2415", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2416": {"id": "at2416", "status": "active", "tier": "premium"}, "bt2416": {"id": "bt2416", "status": "active", "tier": "basic"}}}, "instruction": "Patch account at2416 with tier=plus.", "seed": 44416, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2416.tier", "value": "plus"}], "task_id": "train_crud_2416", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2417", "text": "retention incident 3 root cause and mitigation timeline", "title": "Retention Incident Brief 2417"}, {"id": "xt2417", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2417"}]}, "instruction": "Search docs for 'retention incident 3' and inspect top results.", "seed": 44417, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2417", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_3.txt": "seed 2418"}}, "instruction": "Write 'entry-train-2418-348' to /drafts/runbook_train_2418.md.", "seed": 44418, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_train_2418.md"}, {"key": "/drafts/runbook_train_2418.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2418-348"}], "task_id": "train_files_2418", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 44419, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2419", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3197}}}], "gold_summary": null, "initial_state": {"accounts": {"at2420": {"id": "at2420", "status": "active", "tier": "plus"}, "bt2420": {"id": "bt2420", "status": "active", "tier": "enterprise"}}}, "instruction": "Add customer account nt2420.", "seed": 44420, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2420"}, {"op": "equals", "path": "accounts.nt2420.status", "value": "active"}], "task_id": "train_crud_2420", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2421", "text": "latency incident 7 root cause and mitigation timeline", "title": "Latency Incident Brief 2421"}, {"id": "xt2421", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2421"}]}, "instruction": "Run document search with query 'latency incident 7'.", "seed": 44421, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2421", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_0.txt": "seed 2422"}}, "instruction": "Write 'entry-train-2422-171' to /reports/summary_train_2422.md.", "seed": 44422, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_2422.md"}, {"key": "/reports/summary_train_2422.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2422-171"}], "task_id": "train_files_2422", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 44423, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2423", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2424": {"id": "at2424", "status": "active", "tier": "plus"}, "bt2424": {"id": "bt2424", "status": "active", "tier": "plus"}}}, "instruction": "Archive account at2424 by closing it with reason risk_review.", "seed": 44424, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2424.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2424.closed_reason", "value": "risk_review"}], "task_id": "train_crud_2424", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2425", "text": "billing incident 11 root cause and mitigation timeline", "title": "Billing Incident Brief 2425"}, {"id": "xt2425", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2425"}]}, "instruction": "Find relevant docs for 'billing incident 11'.", "seed": 44425, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2425", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3203}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_4.txt": "seed 2426"}}, "instruction": "Write 'entry-train-2426-838' to /snapshots/runbook_train_2426.txt.", "seed": 44426, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/runbook_train_2426.txt"}, {"key": "/snapshots/runbook_train_2426.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2426-838"}], "task_id": "train_files_2426", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 44427, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2427", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2428": {"id": "at2428", "status": "active", "tier": "plus"}, "bt2428": {"id": "bt2428", "status": "active", "tier": "premium"}}}, "instruction": "Patch account at2428 with tier=premium.", "seed": 44428, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2428.tier", "value": "premium"}], "task_id": "train_crud_2428", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2429", "text": "retention incident 15 root cause and mitigation timeline", "title": "Retention Incident Brief 2429"}, {"id": "xt2429", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2429"}]}, "instruction": "Run document search with query 'retention incident 15'.", "seed": 44429, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2429", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_1.txt": "seed 2430"}}, "instruction": "Create file /snapshots/summary_train_2430.md with content 'entry-train-2430-507'.", "seed": 44430, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/summary_train_2430.md"}, {"key": "/snapshots/summary_train_2430.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2430-507"}], "task_id": "train_files_2430", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 44431, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2431", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3209}}}], "gold_summary": null, "initial_state": {"accounts": {"at2432": {"id": "at2432", "status": "active", "tier": "enterprise"}, "bt2432": {"id": "bt2432", "status": "active", "tier": "enterprise"}}}, "instruction": "Create a new account with id nt2432.", "seed": 44432, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2432"}, {"op": "equals", "path": "accounts.nt2432.status", "value": "active"}], "task_id": "train_crud_2432", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2433", "text": "compliance incident 2 root cause and mitigation timeline", "title": "Compliance Incident Brief 2433"}, {"id": "xt2433", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2433"}]}, "instruction": "Search docs for 'compliance incident 2' and inspect top results.", "seed": 44433, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2433", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_5.txt": "seed 2434"}}, "instruction": "Store the text 'entry-train-2434-256' at /exports/delta_train_2434.log.", "seed": 44434, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_train_2434.log"}, {"key": "/exports/delta_train_2434.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2434-256"}], "task_id": "train_files_2434", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 44435, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2435", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2436": {"id": "at2436", "status": "active", "tier": "enterprise"}, "bt2436": {"id": "bt2436", "status": "active", "tier": "enterprise"}}}, "instruction": "Close account at2436 and mark the reason as compliance.", "seed": 44436, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2436.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2436.closed_reason", "value": "compliance"}], "task_id": "train_crud_2436", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2437", "text": "latency incident 6 root cause and mitigation timeline", "title": "Latency Incident Brief 2437"}, {"id": "xt2437", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2437"}]}, "instruction": "Find relevant docs for 'latency incident 6'.", "seed": 44437, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2437", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3215}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_2.txt": "seed 2438"}}, "instruction": "Write 'entry-train-2438-294' to /snapshots/status_train_2438.txt.", "seed": 44438, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_2438.txt"}, {"key": "/snapshots/status_train_2438.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2438-294"}], "task_id": "train_files_2438", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 44439, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2439", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2440": {"id": "at2440", "status": "active", "tier": "enterprise"}, "bt2440": {"id": "bt2440", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at2440 with tier=plus.", "seed": 44440, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2440.tier", "value": "plus"}], "task_id": "train_crud_2440", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2441", "text": "compliance incident 10 root cause and mitigation timeline", "title": "Compliance Incident Brief 2441"}, {"id": "xt2441", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2441"}]}, "instruction": "Run document search with query 'compliance incident 10'.", "seed": 44441, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2441", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_6.txt": "seed 2442"}}, "instruction": "Write 'entry-train-2442-139' to /notes/summary_train_2442.md.", "seed": 44442, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_2442.md"}, {"key": "/notes/summary_train_2442.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2442-139"}], "task_id": "train_files_2442", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 44443, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2443", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3221}}}], "gold_summary": null, "initial_state": {"accounts": {"at2444": {"id": "at2444", "status": "active", "tier": "enterprise"}, "bt2444": {"id": "bt2444", "status": "active", "tier": "premium"}}}, "instruction": "Add customer account nt2444.", "seed": 44444, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2444"}, {"op": "equals", "path": "accounts.nt2444.status", "value": "active"}], "task_id": "train_crud_2444", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2445", "text": "retention incident 14 root cause and mitigation timeline", "title": "Retention Incident Brief 2445"}, {"id": "xt2445", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2445"}]}, "instruction": "Find relevant docs for 'retention incident 14'.", "seed": 44445, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2445", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 2446"}}, "instruction": "Create file /exports/summary_train_2446.log with content 'entry-train-2446-494'.", "seed": 44446, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_2446.log"}, {"key": "/exports/summary_train_2446.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2446-494"}], "task_id": "train_files_2446", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 44447, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2447", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2448": {"id": "at2448", "status": "active", "tier": "basic"}, "bt2448": {"id": "bt2448", "status": "active", "tier": "plus"}}}, "instruction": "Archive account at2448 by closing it with reason duplicate_account.", "seed": 44448, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2448.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2448.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_2448", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2449", "text": "compliance incident 1 root cause and mitigation timeline", "title": "Compliance Incident Brief 2449"}, {"id": "xt2449", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2449"}]}, "instruction": "Run document search with query 'compliance incident 1'.", "seed": 44449, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2449", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3227}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_0.txt": "seed 2450"}}, "instruction": "Write 'entry-train-2450-778' to /drafts/delta_train_2450.log.", "seed": 44450, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_train_2450.log"}, {"key": "/drafts/delta_train_2450.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2450-778"}], "task_id": "train_files_2450", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 44451, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2451", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2452": {"id": "at2452", "status": "active", "tier": "enterprise"}, "bt2452": {"id": "bt2452", "status": "active", "tier": "basic"}}}, "instruction": "Patch account at2452 with tier=plus.", "seed": 44452, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2452.tier", "value": "plus"}], "task_id": "train_crud_2452", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2453", "text": "compliance incident 5 root cause and mitigation timeline", "title": "Compliance Incident Brief 2453"}, {"id": "xt2453", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2453"}]}, "instruction": "Run document search with query 'compliance incident 5'.", "seed": 44453, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2453", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_4.txt": "seed 2454"}}, "instruction": "Store the text 'entry-train-2454-645' at /exports/runbook_train_2454.log.", "seed": 44454, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_2454.log"}, {"key": "/exports/runbook_train_2454.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2454-645"}], "task_id": "train_files_2454", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 44455, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2455", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3233}}}], "gold_summary": null, "initial_state": {"accounts": {"at2456": {"id": "at2456", "status": "active", "tier": "enterprise"}, "bt2456": {"id": "bt2456", "status": "active", "tier": "basic"}}}, "instruction": "Create a new account with id nt2456.", "seed": 44456, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2456"}, {"op": "equals", "path": "accounts.nt2456.status", "value": "active"}], "task_id": "train_crud_2456", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2457", "text": "retention incident 9 root cause and mitigation timeline", "title": "Retention Incident Brief 2457"}, {"id": "xt2457", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2457"}]}, "instruction": "Run document search with query 'retention incident 9'.", "seed": 44457, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2457", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_1.txt": "seed 2458"}}, "instruction": "Store the text 'entry-train-2458-314' at /drafts/runbook_train_2458.log.", "seed": 44458, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_train_2458.log"}, {"key": "/drafts/runbook_train_2458.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2458-314"}], "task_id": "train_files_2458", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 44459, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2459", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2460": {"id": "at2460", "status": "active", "tier": "basic"}, "bt2460": {"id": "bt2460", "status": "active", "tier": "basic"}}}, "instruction": "Archive account at2460 by closing it with reason compliance.", "seed": 44460, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2460.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2460.closed_reason", "value": "compliance"}], "task_id": "train_crud_2460", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2461", "text": "compliance incident 13 root cause and mitigation timeline", "title": "Compliance Incident Brief 2461"}, {"id": "xt2461", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2461"}]}, "instruction": "Find relevant docs for 'compliance incident 13'.", "seed": 44461, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2461", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3239}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_5.txt": "seed 2462"}}, "instruction": "Write 'entry-train-2462-483' to /snapshots/status_train_2462.txt.", "seed": 44462, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_2462.txt"}, {"key": "/snapshots/status_train_2462.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2462-483"}], "task_id": "train_files_2462", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 44463, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2463", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2464": {"id": "at2464", "status": "active", "tier": "basic"}, "bt2464": {"id": "bt2464", "status": "active", "tier": "plus"}}}, "instruction": "Update account at2464 so tier is premium.", "seed": 44464, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2464.tier", "value": "premium"}], "task_id": "train_crud_2464", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2465", "text": "billing incident 0 root cause and mitigation timeline", "title": "Billing Incident Brief 2465"}, {"id": "xt2465", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2465"}]}, "instruction": "Search docs for 'billing incident 0' and inspect top results.", "seed": 44465, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2465", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_2.txt": "seed 2466"}}, "instruction": "Store the text 'entry-train-2466-741' at /exports/rollup_train_2466.md.", "seed": 44466, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_2466.md"}, {"key": "/exports/rollup_train_2466.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2466-741"}], "task_id": "train_files_2466", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 44467, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2467", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3245}}}], "gold_summary": null, "initial_state": {"accounts": {"at2468": {"id": "at2468", "status": "active", "tier": "basic"}, "bt2468": {"id": "bt2468", "status": "active", "tier": "basic"}}}, "instruction": "Register account nt2468 with active status.", "seed": 44468, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2468"}, {"op": "equals", "path": "accounts.nt2468.status", "value": "active"}], "task_id": "train_crud_2468", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2469", "text": "billing incident 4 root cause and mitigation timeline", "title": "Billing Incident Brief 2469"}, {"id": "xt2469", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2469"}]}, "instruction": "Search docs for 'billing incident 4' and inspect top results.", "seed": 44469, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2469", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_6.txt": "seed 2470"}}, "instruction": "Store the text 'entry-train-2470-596' at /notes/status_train_2470.md.", "seed": 44470, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_train_2470.md"}, {"key": "/notes/status_train_2470.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2470-596"}], "task_id": "train_files_2470", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 44471, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2471", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2472": {"id": "at2472", "status": "active", "tier": "basic"}, "bt2472": {"id": "bt2472", "status": "active", "tier": "plus"}}}, "instruction": "Deactivate user account at2472; use reason user_request.", "seed": 44472, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2472.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2472.closed_reason", "value": "user_request"}], "task_id": "train_crud_2472", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2473", "text": "onboarding incident 8 root cause and mitigation timeline", "title": "Onboarding Incident Brief 2473"}, {"id": "xt2473", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2473"}]}, "instruction": "Run document search with query 'onboarding incident 8'.", "seed": 44473, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2473", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3251}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_3.txt": "seed 2474"}}, "instruction": "Create file /snapshots/rollup_train_2474.md with content 'entry-train-2474-718'.", "seed": 44474, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_2474.md"}, {"key": "/snapshots/rollup_train_2474.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2474-718"}], "task_id": "train_files_2474", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 44475, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2475", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2476": {"id": "at2476", "status": "active", "tier": "plus"}, "bt2476": {"id": "bt2476", "status": "active", "tier": "enterprise"}}}, "instruction": "Set the subscription tier for at2476 to premium.", "seed": 44476, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2476.tier", "value": "premium"}], "task_id": "train_crud_2476", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2477", "text": "latency incident 12 root cause and mitigation timeline", "title": "Latency Incident Brief 2477"}, {"id": "xt2477", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2477"}]}, "instruction": "Search docs for 'latency incident 12' and inspect top results.", "seed": 44477, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2477", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_0.txt": "seed 2478"}}, "instruction": "Store the text 'entry-train-2478-511' at /reports/rollup_train_2478.log.", "seed": 44478, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_2478.log"}, {"key": "/reports/rollup_train_2478.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2478-511"}], "task_id": "train_files_2478", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 44479, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2479", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3257}}}], "gold_summary": null, "initial_state": {"accounts": {"at2480": {"id": "at2480", "status": "active", "tier": "premium"}, "bt2480": {"id": "bt2480", "status": "active", "tier": "plus"}}}, "instruction": "Register account nt2480 with active status.", "seed": 44480, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2480"}, {"op": "equals", "path": "accounts.nt2480.status", "value": "active"}], "task_id": "train_crud_2480", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2481", "text": "compliance incident 16 root cause and mitigation timeline", "title": "Compliance Incident Brief 2481"}, {"id": "xt2481", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2481"}]}, "instruction": "Find relevant docs for 'compliance incident 16'.", "seed": 44481, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2481", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_4.txt": "seed 2482"}}, "instruction": "Write 'entry-train-2482-776' to /snapshots/delta_train_2482.md.", "seed": 44482, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/delta_train_2482.md"}, {"key": "/snapshots/delta_train_2482.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2482-776"}], "task_id": "train_files_2482", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 44483, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2483", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2484": {"id": "at2484", "status": "active", "tier": "premium"}, "bt2484": {"id": "bt2484", "status": "active", "tier": "enterprise"}}}, "instruction": "Archive account at2484 by closing it with reason risk_review.", "seed": 44484, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2484.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2484.closed_reason", "value": "risk_review"}], "task_id": "train_crud_2484", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2485", "text": "compliance incident 3 root cause and mitigation timeline", "title": "Compliance Incident Brief 2485"}, {"id": "xt2485", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2485"}]}, "instruction": "Find relevant docs for 'compliance incident 3'.", "seed": 44485, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2485", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3263}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 2486"}}, "instruction": "Create file /notes/summary_train_2486.md with content 'entry-train-2486-538'.", "seed": 44486, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_2486.md"}, {"key": "/notes/summary_train_2486.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2486-538"}], "task_id": "train_files_2486", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 44487, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2487", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2488": {"id": "at2488", "status": "active", "tier": "plus"}, "bt2488": {"id": "bt2488", "status": "active", "tier": "plus"}}}, "instruction": "Patch account at2488 with tier=enterprise.", "seed": 44488, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2488.tier", "value": "enterprise"}], "task_id": "train_crud_2488", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2489", "text": "security incident 7 root cause and mitigation timeline", "title": "Security Incident Brief 2489"}, {"id": "xt2489", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2489"}]}, "instruction": "Search docs for 'security incident 7' and inspect top results.", "seed": 44489, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2489", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_5.txt": "seed 2490"}}, "instruction": "Create file /exports/delta_train_2490.md with content 'entry-train-2490-272'.", "seed": 44490, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_train_2490.md"}, {"key": "/exports/delta_train_2490.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2490-272"}], "task_id": "train_files_2490", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 44491, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2491", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2509", "text": "security incident 10 root cause and mitigation timeline", "title": "Security Incident Brief 2509"}, {"id": "xt2509", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2509"}]}, "instruction": "Search docs for 'security incident 10' and inspect top results.", "seed": 44509, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2509", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3287}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_4.txt": "seed 2510"}}, "instruction": "Create file /snapshots/rollup_train_2510.txt with content 'entry-train-2510-715'.", "seed": 44510, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_2510.txt"}, {"key": "/snapshots/rollup_train_2510.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2510-715"}], "task_id": "train_files_2510", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 44511, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2511", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2512": {"id": "at2512", "status": "active", "tier": "premium"}, "bt2512": {"id": "bt2512", "status": "active", "tier": "basic"}}}, "instruction": "Set the subscription tier for at2512 to enterprise.", "seed": 44512, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2512.tier", "value": "enterprise"}], "task_id": "train_crud_2512", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2513", "text": "retention incident 14 root cause and mitigation timeline", "title": "Retention Incident Brief 2513"}, {"id": "xt2513", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2513"}]}, "instruction": "Run document search with query 'retention incident 14'.", "seed": 44513, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2513", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_1.txt": "seed 2514"}}, "instruction": "Create file /exports/rollup_train_2514.txt with content 'entry-train-2514-929'.", "seed": 44514, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_2514.txt"}, {"key": "/exports/rollup_train_2514.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2514-929"}], "task_id": "train_files_2514", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 44515, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2515", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3293}}}], "gold_summary": null, "initial_state": {"accounts": {"at2516": {"id": "at2516", "status": "active", "tier": "basic"}, "bt2516": {"id": "bt2516", "status": "active", "tier": "enterprise"}}}, "instruction": "Add customer account nt2516.", "seed": 44516, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2516"}, {"op": "equals", "path": "accounts.nt2516.status", "value": "active"}], "task_id": "train_crud_2516", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2517", "text": "compliance incident 1 root cause and mitigation timeline", "title": "Compliance Incident Brief 2517"}, {"id": "xt2517", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2517"}]}, "instruction": "Find relevant docs for 'compliance incident 1'.", "seed": 44517, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2517", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_5.txt": "seed 2518"}}, "instruction": "Create file /drafts/summary_train_2518.log with content 'entry-train-2518-501'.", "seed": 44518, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_2518.log"}, {"key": "/drafts/summary_train_2518.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2518-501"}], "task_id": "train_files_2518", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 44519, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2519", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2520": {"id": "at2520", "status": "active", "tier": "basic"}, "bt2520": {"id": "bt2520", "status": "active", "tier": "premium"}}}, "instruction": "Archive account at2520 by closing it with reason duplicate_account.", "seed": 44520, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2520.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2520.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_2520", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2521", "text": "security incident 5 root cause and mitigation timeline", "title": "Security Incident Brief 2521"}, {"id": "xt2521", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2521"}]}, "instruction": "Run document search with query 'security incident 5'.", "seed": 44521, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2521", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3299}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_2.txt": "seed 2522"}}, "instruction": "Store the text 'entry-train-2522-870' at /reports/status_train_2522.md.", "seed": 44522, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/status_train_2522.md"}, {"key": "/reports/status_train_2522.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2522-870"}], "task_id": "train_files_2522", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 44523, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2523", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2524": {"id": "at2524", "status": "active", "tier": "plus"}, "bt2524": {"id": "bt2524", "status": "active", "tier": "plus"}}}, "instruction": "Set the subscription tier for at2524 to enterprise.", "seed": 44524, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2524.tier", "value": "enterprise"}], "task_id": "train_crud_2524", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2525", "text": "latency incident 9 root cause and mitigation timeline", "title": "Latency Incident Brief 2525"}, {"id": "xt2525", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2525"}]}, "instruction": "Search docs for 'latency incident 9' and inspect top results.", "seed": 44525, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2525", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_6.txt": "seed 2526"}}, "instruction": "Write 'entry-train-2526-766' to /drafts/status_train_2526.log.", "seed": 44526, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/status_train_2526.log"}, {"key": "/drafts/status_train_2526.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2526-766"}], "task_id": "train_files_2526", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 44527, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2527", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3305}}}], "gold_summary": null, "initial_state": {"accounts": {"at2528": {"id": "at2528", "status": "active", "tier": "plus"}, "bt2528": {"id": "bt2528", "status": "active", "tier": "enterprise"}}}, "instruction": "Add customer account nt2528.", "seed": 44528, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2528"}, {"op": "equals", "path": "accounts.nt2528.status", "value": "active"}], "task_id": "train_crud_2528", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2529", "text": "security incident 13 root cause and mitigation timeline", "title": "Security Incident Brief 2529"}, {"id": "xt2529", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2529"}]}, "instruction": "Search docs for 'security incident 13' and inspect top results.", "seed": 44529, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2529", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 2530"}}, "instruction": "Write 'entry-train-2530-153' to /exports/rollup_train_2530.txt.", "seed": 44530, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_2530.txt"}, {"key": "/exports/rollup_train_2530.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2530-153"}], "task_id": "train_files_2530", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 44531, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2531", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2532": {"id": "at2532", "status": "active", "tier": "enterprise"}, "bt2532": {"id": "bt2532", "status": "active", "tier": "basic"}}}, "instruction": "Close account at2532 and mark the reason as user_request.", "seed": 44532, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2532.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2532.closed_reason", "value": "user_request"}], "task_id": "train_crud_2532", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2533", "text": "compliance incident 0 root cause and mitigation timeline", "title": "Compliance Incident Brief 2533"}, {"id": "xt2533", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2533"}]}, "instruction": "Run document search with query 'compliance incident 0'.", "seed": 44533, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2533", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3311}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_0.txt": "seed 2534"}}, "instruction": "Create file /notes/status_train_2534.log with content 'entry-train-2534-863'.", "seed": 44534, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_train_2534.log"}, {"key": "/notes/status_train_2534.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2534-863"}], "task_id": "train_files_2534", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 44535, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2535", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2536": {"id": "at2536", "status": "active", "tier": "enterprise"}, "bt2536": {"id": "bt2536", "status": "active", "tier": "basic"}}}, "instruction": "Update account at2536 so tier is plus.", "seed": 44536, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2536.tier", "value": "plus"}], "task_id": "train_crud_2536", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2537", "text": "billing incident 4 root cause and mitigation timeline", "title": "Billing Incident Brief 2537"}, {"id": "xt2537", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2537"}]}, "instruction": "Run document search with query 'billing incident 4'.", "seed": 44537, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2537", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_4.txt": "seed 2538"}}, "instruction": "Store the text 'entry-train-2538-700' at /notes/status_train_2538.txt.", "seed": 44538, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_train_2538.txt"}, {"key": "/notes/status_train_2538.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2538-700"}], "task_id": "train_files_2538", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 44539, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2539", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3317}}}], "gold_summary": null, "initial_state": {"accounts": {"at2540": {"id": "at2540", "status": "active", "tier": "basic"}, "bt2540": {"id": "bt2540", "status": "active", "tier": "plus"}}}, "instruction": "Register account nt2540 with active status.", "seed": 44540, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2540"}, {"op": "equals", "path": "accounts.nt2540.status", "value": "active"}], "task_id": "train_crud_2540", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2541", "text": "compliance incident 8 root cause and mitigation timeline", "title": "Compliance Incident Brief 2541"}, {"id": "xt2541", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2541"}]}, "instruction": "Run document search with query 'compliance incident 8'.", "seed": 44541, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2541", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 2542"}}, "instruction": "Write 'entry-train-2542-433' to /notes/status_train_2542.txt.", "seed": 44542, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_train_2542.txt"}, {"key": "/notes/status_train_2542.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2542-433"}], "task_id": "train_files_2542", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 44543, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2543", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2544": {"id": "at2544", "status": "active", "tier": "enterprise"}, "bt2544": {"id": "bt2544", "status": "active", "tier": "basic"}}}, "instruction": "Archive account at2544 by closing it with reason risk_review.", "seed": 44544, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2544.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2544.closed_reason", "value": "risk_review"}], "task_id": "train_crud_2544", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2545", "text": "billing incident 12 root cause and mitigation timeline", "title": "Billing Incident Brief 2545"}, {"id": "xt2545", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2545"}]}, "instruction": "Find relevant docs for 'billing incident 12'.", "seed": 44545, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2545", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3323}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_5.txt": "seed 2546"}}, "instruction": "Create file /drafts/summary_train_2546.log with content 'entry-train-2546-557'.", "seed": 44546, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_2546.log"}, {"key": "/drafts/summary_train_2546.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2546-557"}], "task_id": "train_files_2546", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 44547, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2547", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2548": {"id": "at2548", "status": "active", "tier": "plus"}, "bt2548": {"id": "bt2548", "status": "active", "tier": "plus"}}}, "instruction": "Update account at2548 so tier is enterprise.", "seed": 44548, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2548.tier", "value": "enterprise"}], "task_id": "train_crud_2548", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2549", "text": "billing incident 16 root cause and mitigation timeline", "title": "Billing Incident Brief 2549"}, {"id": "xt2549", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2549"}]}, "instruction": "Search docs for 'billing incident 16' and inspect top results.", "seed": 44549, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2549", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_2.txt": "seed 2550"}}, "instruction": "Write 'entry-train-2550-657' to /notes/runbook_train_2550.md.", "seed": 44550, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_2550.md"}, {"key": "/notes/runbook_train_2550.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2550-657"}], "task_id": "train_files_2550", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 44551, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2551", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3329}}}], "gold_summary": null, "initial_state": {"accounts": {"at2552": {"id": "at2552", "status": "active", "tier": "basic"}, "bt2552": {"id": "bt2552", "status": "active", "tier": "premium"}}}, "instruction": "Add customer account nt2552.", "seed": 44552, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2552"}, {"op": "equals", "path": "accounts.nt2552.status", "value": "active"}], "task_id": "train_crud_2552", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2553", "text": "onboarding incident 3 root cause and mitigation timeline", "title": "Onboarding Incident Brief 2553"}, {"id": "xt2553", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2553"}]}, "instruction": "Search docs for 'onboarding incident 3' and inspect top results.", "seed": 44553, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2553", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_6.txt": "seed 2554"}}, "instruction": "Store the text 'entry-train-2554-420' at /notes/rollup_train_2554.log.", "seed": 44554, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_2554.log"}, {"key": "/notes/rollup_train_2554.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2554-420"}], "task_id": "train_files_2554", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 44555, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2555", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2556": {"id": "at2556", "status": "active", "tier": "basic"}, "bt2556": {"id": "bt2556", "status": "active", "tier": "basic"}}}, "instruction": "Close account at2556 and mark the reason as risk_review.", "seed": 44556, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2556.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2556.closed_reason", "value": "risk_review"}], "task_id": "train_crud_2556", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2557", "text": "security incident 7 root cause and mitigation timeline", "title": "Security Incident Brief 2557"}, {"id": "xt2557", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2557"}]}, "instruction": "Run document search with query 'security incident 7'.", "seed": 44557, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2557", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3335}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_3.txt": "seed 2558"}}, "instruction": "Write 'entry-train-2558-665' to /drafts/status_train_2558.log.", "seed": 44558, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/status_train_2558.log"}, {"key": "/drafts/status_train_2558.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2558-665"}], "task_id": "train_files_2558", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 44559, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2559", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2560": {"id": "at2560", "status": "active", "tier": "enterprise"}, "bt2560": {"id": "bt2560", "status": "active", "tier": "premium"}}}, "instruction": "Set the subscription tier for at2560 to basic.", "seed": 44560, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2560.tier", "value": "basic"}], "task_id": "train_crud_2560", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2561", "text": "retention incident 11 root cause and mitigation timeline", "title": "Retention Incident Brief 2561"}, {"id": "xt2561", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2561"}]}, "instruction": "Run document search with query 'retention incident 11'.", "seed": 44561, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2561", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_0.txt": "seed 2562"}}, "instruction": "Create file /snapshots/summary_train_2562.md with content 'entry-train-2562-792'.", "seed": 44562, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/summary_train_2562.md"}, {"key": "/snapshots/summary_train_2562.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2562-792"}], "task_id": "train_files_2562", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 44563, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2563", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3341}}}], "gold_summary": null, "initial_state": {"accounts": {"at2564": {"id": "at2564", "status": "active", "tier": "premium"}, "bt2564": {"id": "bt2564", "status": "active", "tier": "plus"}}}, "instruction": "Add customer account nt2564.", "seed": 44564, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2564"}, {"op": "equals", "path": "accounts.nt2564.status", "value": "active"}], "task_id": "train_crud_2564", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2565", "text": "latency incident 15 root cause and mitigation timeline", "title": "Latency Incident Brief 2565"}, {"id": "xt2565", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2565"}]}, "instruction": "Find relevant docs for 'latency incident 15'.", "seed": 44565, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2565", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_4.txt": "seed 2566"}}, "instruction": "Write 'entry-train-2566-529' to /notes/delta_train_2566.txt.", "seed": 44566, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_train_2566.txt"}, {"key": "/notes/delta_train_2566.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2566-529"}], "task_id": "train_files_2566", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 44567, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2567", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2568": {"id": "at2568", "status": "active", "tier": "plus"}, "bt2568": {"id": "bt2568", "status": "active", "tier": "premium"}}}, "instruction": "Archive account at2568 by closing it with reason user_request.", "seed": 44568, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2568.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2568.closed_reason", "value": "user_request"}], "task_id": "train_crud_2568", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2569", "text": "billing incident 2 root cause and mitigation timeline", "title": "Billing Incident Brief 2569"}, {"id": "xt2569", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2569"}]}, "instruction": "Run document search with query 'billing incident 2'.", "seed": 44569, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2569", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3347}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_1.txt": "seed 2570"}}, "instruction": "Create file /reports/runbook_train_2570.log with content 'entry-train-2570-191'.", "seed": 44570, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_2570.log"}, {"key": "/reports/runbook_train_2570.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2570-191"}], "task_id": "train_files_2570", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 44571, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2571", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2572": {"id": "at2572", "status": "active", "tier": "premium"}, "bt2572": {"id": "bt2572", "status": "active", "tier": "basic"}}}, "instruction": "Set the subscription tier for at2572 to basic.", "seed": 44572, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2572.tier", "value": "basic"}], "task_id": "train_crud_2572", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2573", "text": "compliance incident 6 root cause and mitigation timeline", "title": "Compliance Incident Brief 2573"}, {"id": "xt2573", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2573"}]}, "instruction": "Search docs for 'compliance incident 6' and inspect top results.", "seed": 44573, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2573", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_5.txt": "seed 2574"}}, "instruction": "Create file /drafts/delta_train_2574.log with content 'entry-train-2574-996'.", "seed": 44574, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_train_2574.log"}, {"key": "/drafts/delta_train_2574.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2574-996"}], "task_id": "train_files_2574", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 44575, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2575", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3353}}}], "gold_summary": null, "initial_state": {"accounts": {"at2576": {"id": "at2576", "status": "active", "tier": "premium"}, "bt2576": {"id": "bt2576", "status": "active", "tier": "premium"}}}, "instruction": "Add customer account nt2576.", "seed": 44576, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2576"}, {"op": "equals", "path": "accounts.nt2576.status", "value": "active"}], "task_id": "train_crud_2576", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2577", "text": "latency incident 10 root cause and mitigation timeline", "title": "Latency Incident Brief 2577"}, {"id": "xt2577", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2577"}]}, "instruction": "Search docs for 'latency incident 10' and inspect top results.", "seed": 44577, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2577", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_2.txt": "seed 2578"}}, "instruction": "Create file /reports/status_train_2578.md with content 'entry-train-2578-869'.", "seed": 44578, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/status_train_2578.md"}, {"key": "/reports/status_train_2578.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2578-869"}], "task_id": "train_files_2578", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 44579, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2579", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2580": {"id": "at2580", "status": "active", "tier": "enterprise"}, "bt2580": {"id": "bt2580", "status": "active", "tier": "plus"}}}, "instruction": "Close account at2580 and mark the reason as duplicate_account.", "seed": 44580, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2580.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2580.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_2580", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2581", "text": "retention incident 14 root cause and mitigation timeline", "title": "Retention Incident Brief 2581"}, {"id": "xt2581", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2581"}]}, "instruction": "Find relevant docs for 'retention incident 14'.", "seed": 44581, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2581", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3359}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_6.txt": "seed 2582"}}, "instruction": "Store the text 'entry-train-2582-487' at /drafts/status_train_2582.txt.", "seed": 44582, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/status_train_2582.txt"}, {"key": "/drafts/status_train_2582.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2582-487"}], "task_id": "train_files_2582", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 44583, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2583", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2584": {"id": "at2584", "status": "active", "tier": "plus"}, "bt2584": {"id": "bt2584", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at2584 with tier=enterprise.", "seed": 44584, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2584.tier", "value": "enterprise"}], "task_id": "train_crud_2584", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2585", "text": "security incident 1 root cause and mitigation timeline", "title": "Security Incident Brief 2585"}, {"id": "xt2585", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2585"}]}, "instruction": "Run document search with query 'security incident 1'.", "seed": 44585, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2585", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_3.txt": "seed 2586"}}, "instruction": "Create file /snapshots/delta_train_2586.md with content 'entry-train-2586-382'.", "seed": 44586, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/delta_train_2586.md"}, {"key": "/snapshots/delta_train_2586.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2586-382"}], "task_id": "train_files_2586", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 44587, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2587", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3365}}}], "gold_summary": null, "initial_state": {"accounts": {"at2588": {"id": "at2588", "status": "active", "tier": "basic"}, "bt2588": {"id": "bt2588", "status": "active", "tier": "enterprise"}}}, "instruction": "Register account nt2588 with active status.", "seed": 44588, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2588"}, {"op": "equals", "path": "accounts.nt2588.status", "value": "active"}], "task_id": "train_crud_2588", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2589", "text": "billing incident 5 root cause and mitigation timeline", "title": "Billing Incident Brief 2589"}, {"id": "xt2589", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2589"}]}, "instruction": "Search docs for 'billing incident 5' and inspect top results.", "seed": 44589, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2589", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_0.txt": "seed 2590"}}, "instruction": "Write 'entry-train-2590-689' to /drafts/summary_train_2590.txt.", "seed": 44590, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_2590.txt"}, {"key": "/drafts/summary_train_2590.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2590-689"}], "task_id": "train_files_2590", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 44591, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2591", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2592": {"id": "at2592", "status": "active", "tier": "enterprise"}, "bt2592": {"id": "bt2592", "status": "active", "tier": "plus"}}}, "instruction": "Deactivate user account at2592; use reason compliance.", "seed": 44592, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2592.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2592.closed_reason", "value": "compliance"}], "task_id": "train_crud_2592", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2593", "text": "onboarding incident 9 root cause and mitigation timeline", "title": "Onboarding Incident Brief 2593"}, {"id": "xt2593", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2593"}]}, "instruction": "Find relevant docs for 'onboarding incident 9'.", "seed": 44593, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2593", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3371}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_4.txt": "seed 2594"}}, "instruction": "Write 'entry-train-2594-731' to /reports/rollup_train_2594.txt.", "seed": 44594, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_2594.txt"}, {"key": "/reports/rollup_train_2594.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2594-731"}], "task_id": "train_files_2594", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 44595, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2595", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2596": {"id": "at2596", "status": "active", "tier": "premium"}, "bt2596": {"id": "bt2596", "status": "active", "tier": "basic"}}}, "instruction": "Patch account at2596 with tier=basic.", "seed": 44596, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2596.tier", "value": "basic"}], "task_id": "train_crud_2596", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2597", "text": "security incident 13 root cause and mitigation timeline", "title": "Security Incident Brief 2597"}, {"id": "xt2597", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2597"}]}, "instruction": "Search docs for 'security incident 13' and inspect top results.", "seed": 44597, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2597", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_1.txt": "seed 2598"}}, "instruction": "Write 'entry-train-2598-959' to /drafts/summary_train_2598.md.", "seed": 44598, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_2598.md"}, {"key": "/drafts/summary_train_2598.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2598-959"}], "task_id": "train_files_2598", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 44599, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2599", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3377}}}], "gold_summary": null, "initial_state": {"accounts": {"at2600": {"id": "at2600", "status": "active", "tier": "enterprise"}, "bt2600": {"id": "bt2600", "status": "active", "tier": "plus"}}}, "instruction": "Register account nt2600 with active status.", "seed": 44600, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2600"}, {"op": "equals", "path": "accounts.nt2600.status", "value": "active"}], "task_id": "train_crud_2600", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2601", "text": "billing incident 0 root cause and mitigation timeline", "title": "Billing Incident Brief 2601"}, {"id": "xt2601", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2601"}]}, "instruction": "Find relevant docs for 'billing incident 0'.", "seed": 44601, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2601", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_5.txt": "seed 2602"}}, "instruction": "Create file /drafts/delta_train_2602.txt with content 'entry-train-2602-397'.", "seed": 44602, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_train_2602.txt"}, {"key": "/drafts/delta_train_2602.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2602-397"}], "task_id": "train_files_2602", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 44603, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2603", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2604": {"id": "at2604", "status": "active", "tier": "enterprise"}, "bt2604": {"id": "bt2604", "status": "active", "tier": "premium"}}}, "instruction": "Deactivate user account at2604; use reason user_request.", "seed": 44604, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2604.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2604.closed_reason", "value": "user_request"}], "task_id": "train_crud_2604", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2605", "text": "onboarding incident 4 root cause and mitigation timeline", "title": "Onboarding Incident Brief 2605"}, {"id": "xt2605", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2605"}]}, "instruction": "Search docs for 'onboarding incident 4' and inspect top results.", "seed": 44605, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2605", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3383}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_2.txt": "seed 2606"}}, "instruction": "Create file /exports/summary_train_2606.log with content 'entry-train-2606-571'.", "seed": 44606, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_2606.log"}, {"key": "/exports/summary_train_2606.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2606-571"}], "task_id": "train_files_2606", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 44607, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2607", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2608": {"id": "at2608", "status": "active", "tier": "premium"}, "bt2608": {"id": "bt2608", "status": "active", "tier": "plus"}}}, "instruction": "Set the subscription tier for at2608 to enterprise.", "seed": 44608, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2608.tier", "value": "enterprise"}], "task_id": "train_crud_2608", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2609", "text": "billing incident 8 root cause and mitigation timeline", "title": "Billing Incident Brief 2609"}, {"id": "xt2609", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2609"}]}, "instruction": "Run document search with query 'billing incident 8'.", "seed": 44609, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2609", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_6.txt": "seed 2610"}}, "instruction": "Store the text 'entry-train-2610-641' at /snapshots/status_train_2610.txt.", "seed": 44610, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_2610.txt"}, {"key": "/snapshots/status_train_2610.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2610-641"}], "task_id": "train_files_2610", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 44611, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2611", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3389}}}], "gold_summary": null, "initial_state": {"accounts": {"at2612": {"id": "at2612", "status": "active", "tier": "basic"}, "bt2612": {"id": "bt2612", "status": "active", "tier": "premium"}}}, "instruction": "Create a new account with id nt2612.", "seed": 44612, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2612"}, {"op": "equals", "path": "accounts.nt2612.status", "value": "active"}], "task_id": "train_crud_2612", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2613", "text": "compliance incident 12 root cause and mitigation timeline", "title": "Compliance Incident Brief 2613"}, {"id": "xt2613", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2613"}]}, "instruction": "Run document search with query 'compliance incident 12'.", "seed": 44613, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2613", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 2614"}}, "instruction": "Store the text 'entry-train-2614-286' at /exports/runbook_train_2614.md.", "seed": 44614, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_2614.md"}, {"key": "/exports/runbook_train_2614.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2614-286"}], "task_id": "train_files_2614", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 44615, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2615", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2616": {"id": "at2616", "status": "active", "tier": "plus"}, "bt2616": {"id": "bt2616", "status": "active", "tier": "enterprise"}}}, "instruction": "Deactivate user account at2616; use reason user_request.", "seed": 44616, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2616.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2616.closed_reason", "value": "user_request"}], "task_id": "train_crud_2616", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2617", "text": "retention incident 16 root cause and mitigation timeline", "title": "Retention Incident Brief 2617"}, {"id": "xt2617", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2617"}]}, "instruction": "Search docs for 'retention incident 16' and inspect top results.", "seed": 44617, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2617", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3395}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_0.txt": "seed 2618"}}, "instruction": "Create file /drafts/runbook_train_2618.txt with content 'entry-train-2618-236'.", "seed": 44618, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_train_2618.txt"}, {"key": "/drafts/runbook_train_2618.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2618-236"}], "task_id": "train_files_2618", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 44619, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2619", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2620": {"id": "at2620", "status": "active", "tier": "plus"}, "bt2620": {"id": "bt2620", "status": "active", "tier": "premium"}}}, "instruction": "Update account at2620 so tier is premium.", "seed": 44620, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2620.tier", "value": "premium"}], "task_id": "train_crud_2620", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2621", "text": "compliance incident 3 root cause and mitigation timeline", "title": "Compliance Incident Brief 2621"}, {"id": "xt2621", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2621"}]}, "instruction": "Run document search with query 'compliance incident 3'.", "seed": 44621, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2621", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_4.txt": "seed 2622"}}, "instruction": "Store the text 'entry-train-2622-613' at /drafts/runbook_train_2622.md.", "seed": 44622, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_train_2622.md"}, {"key": "/drafts/runbook_train_2622.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2622-613"}], "task_id": "train_files_2622", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 44623, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2623", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3401}}}], "gold_summary": null, "initial_state": {"accounts": {"at2624": {"id": "at2624", "status": "active", "tier": "basic"}, "bt2624": {"id": "bt2624", "status": "active", "tier": "plus"}}}, "instruction": "Register account nt2624 with active status.", "seed": 44624, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2624"}, {"op": "equals", "path": "accounts.nt2624.status", "value": "active"}], "task_id": "train_crud_2624", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2625", "text": "onboarding incident 7 root cause and mitigation timeline", "title": "Onboarding Incident Brief 2625"}, {"id": "xt2625", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2625"}]}, "instruction": "Find relevant docs for 'onboarding incident 7'.", "seed": 44625, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2625", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_1.txt": "seed 2626"}}, "instruction": "Create file /drafts/summary_train_2626.log with content 'entry-train-2626-949'.", "seed": 44626, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_2626.log"}, {"key": "/drafts/summary_train_2626.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2626-949"}], "task_id": "train_files_2626", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 44627, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2627", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2628": {"id": "at2628", "status": "active", "tier": "premium"}, "bt2628": {"id": "bt2628", "status": "active", "tier": "enterprise"}}}, "instruction": "Deactivate user account at2628; use reason user_request.", "seed": 44628, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2628.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2628.closed_reason", "value": "user_request"}], "task_id": "train_crud_2628", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2629", "text": "security incident 11 root cause and mitigation timeline", "title": "Security Incident Brief 2629"}, {"id": "xt2629", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2629"}]}, "instruction": "Search docs for 'security incident 11' and inspect top results.", "seed": 44629, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2629", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3407}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_5.txt": "seed 2630"}}, "instruction": "Write 'entry-train-2630-387' to /notes/status_train_2630.txt.", "seed": 44630, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_train_2630.txt"}, {"key": "/notes/status_train_2630.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2630-387"}], "task_id": "train_files_2630", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 44631, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2631", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2632": {"id": "at2632", "status": "active", "tier": "enterprise"}, "bt2632": {"id": "bt2632", "status": "active", "tier": "basic"}}}, "instruction": "Patch account at2632 with tier=premium.", "seed": 44632, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2632.tier", "value": "premium"}], "task_id": "train_crud_2632", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2633", "text": "security incident 15 root cause and mitigation timeline", "title": "Security Incident Brief 2633"}, {"id": "xt2633", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2633"}]}, "instruction": "Find relevant docs for 'security incident 15'.", "seed": 44633, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2633", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_2.txt": "seed 2634"}}, "instruction": "Create file /drafts/status_train_2634.txt with content 'entry-train-2634-235'.", "seed": 44634, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/status_train_2634.txt"}, {"key": "/drafts/status_train_2634.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2634-235"}], "task_id": "train_files_2634", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 44635, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2635", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3413}}}], "gold_summary": null, "initial_state": {"accounts": {"at2636": {"id": "at2636", "status": "active", "tier": "enterprise"}, "bt2636": {"id": "bt2636", "status": "active", "tier": "plus"}}}, "instruction": "Create a new account with id nt2636.", "seed": 44636, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2636"}, {"op": "equals", "path": "accounts.nt2636.status", "value": "active"}], "task_id": "train_crud_2636", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2637", "text": "billing incident 2 root cause and mitigation timeline", "title": "Billing Incident Brief 2637"}, {"id": "xt2637", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2637"}]}, "instruction": "Run document search with query 'billing incident 2'.", "seed": 44637, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2637", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_6.txt": "seed 2638"}}, "instruction": "Write 'entry-train-2638-748' to /notes/runbook_train_2638.log.", "seed": 44638, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_2638.log"}, {"key": "/notes/runbook_train_2638.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2638-748"}], "task_id": "train_files_2638", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 44639, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2639", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2640": {"id": "at2640", "status": "active", "tier": "enterprise"}, "bt2640": {"id": "bt2640", "status": "active", "tier": "basic"}}}, "instruction": "Close account at2640 and mark the reason as duplicate_account.", "seed": 44640, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2640.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2640.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_2640", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2641", "text": "latency incident 6 root cause and mitigation timeline", "title": "Latency Incident Brief 2641"}, {"id": "xt2641", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2641"}]}, "instruction": "Run document search with query 'latency incident 6'.", "seed": 44641, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2641", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3419}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 2642"}}, "instruction": "Write 'entry-train-2642-427' to /exports/rollup_train_2642.txt.", "seed": 44642, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_2642.txt"}, {"key": "/exports/rollup_train_2642.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2642-427"}], "task_id": "train_files_2642", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 44643, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2643", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2644": {"id": "at2644", "status": "active", "tier": "premium"}, "bt2644": {"id": "bt2644", "status": "active", "tier": "premium"}}}, "instruction": "Set the subscription tier for at2644 to basic.", "seed": 44644, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2644.tier", "value": "basic"}], "task_id": "train_crud_2644", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2645", "text": "onboarding incident 10 root cause and mitigation timeline", "title": "Onboarding Incident Brief 2645"}, {"id": "xt2645", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2645"}]}, "instruction": "Run document search with query 'onboarding incident 10'.", "seed": 44645, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2645", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_0.txt": "seed 2646"}}, "instruction": "Create file /drafts/runbook_train_2646.md with content 'entry-train-2646-472'.", "seed": 44646, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_train_2646.md"}, {"key": "/drafts/runbook_train_2646.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2646-472"}], "task_id": "train_files_2646", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 44647, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2647", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3425}}}], "gold_summary": null, "initial_state": {"accounts": {"at2648": {"id": "at2648", "status": "active", "tier": "basic"}, "bt2648": {"id": "bt2648", "status": "active", "tier": "plus"}}}, "instruction": "Register account nt2648 with active status.", "seed": 44648, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2648"}, {"op": "equals", "path": "accounts.nt2648.status", "value": "active"}], "task_id": "train_crud_2648", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2649", "text": "latency incident 14 root cause and mitigation timeline", "title": "Latency Incident Brief 2649"}, {"id": "xt2649", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2649"}]}, "instruction": "Find relevant docs for 'latency incident 14'.", "seed": 44649, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2649", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_4.txt": "seed 2650"}}, "instruction": "Write 'entry-train-2650-480' to /notes/delta_train_2650.log.", "seed": 44650, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_train_2650.log"}, {"key": "/notes/delta_train_2650.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2650-480"}], "task_id": "train_files_2650", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 44651, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2651", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2652": {"id": "at2652", "status": "active", "tier": "basic"}, "bt2652": {"id": "bt2652", "status": "active", "tier": "basic"}}}, "instruction": "Archive account at2652 by closing it with reason user_request.", "seed": 44652, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2652.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2652.closed_reason", "value": "user_request"}], "task_id": "train_crud_2652", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2653", "text": "retention incident 1 root cause and mitigation timeline", "title": "Retention Incident Brief 2653"}, {"id": "xt2653", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2653"}]}, "instruction": "Search docs for 'retention incident 1' and inspect top results.", "seed": 44653, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2653", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3431}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_1.txt": "seed 2654"}}, "instruction": "Store the text 'entry-train-2654-659' at /snapshots/summary_train_2654.txt.", "seed": 44654, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/summary_train_2654.txt"}, {"key": "/snapshots/summary_train_2654.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2654-659"}], "task_id": "train_files_2654", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 44655, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2655", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2656": {"id": "at2656", "status": "active", "tier": "plus"}, "bt2656": {"id": "bt2656", "status": "active", "tier": "plus"}}}, "instruction": "Update account at2656 so tier is basic.", "seed": 44656, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2656.tier", "value": "basic"}], "task_id": "train_crud_2656", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2657", "text": "onboarding incident 5 root cause and mitigation timeline", "title": "Onboarding Incident Brief 2657"}, {"id": "xt2657", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2657"}]}, "instruction": "Find relevant docs for 'onboarding incident 5'.", "seed": 44657, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2657", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_5.txt": "seed 2658"}}, "instruction": "Store the text 'entry-train-2658-744' at /exports/runbook_train_2658.md.", "seed": 44658, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_2658.md"}, {"key": "/exports/runbook_train_2658.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2658-744"}], "task_id": "train_files_2658", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 44659, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2659", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3437}}}], "gold_summary": null, "initial_state": {"accounts": {"at2660": {"id": "at2660", "status": "active", "tier": "enterprise"}, "bt2660": {"id": "bt2660", "status": "active", "tier": "basic"}}}, "instruction": "Create a new account with id nt2660.", "seed": 44660, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2660"}, {"op": "equals", "path": "accounts.nt2660.status", "value": "active"}], "task_id": "train_crud_2660", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2661", "text": "onboarding incident 9 root cause and mitigation timeline", "title": "Onboarding Incident Brief 2661"}, {"id": "xt2661", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2661"}]}, "instruction": "Find relevant docs for 'onboarding incident 9'.", "seed": 44661, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2661", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_2.txt": "seed 2662"}}, "instruction": "Write 'entry-train-2662-679' to /drafts/runbook_train_2662.txt.", "seed": 44662, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_train_2662.txt"}, {"key": "/drafts/runbook_train_2662.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2662-679"}], "task_id": "train_files_2662", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 44663, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2663", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2664": {"id": "at2664", "status": "active", "tier": "basic"}, "bt2664": {"id": "bt2664", "status": "active", "tier": "enterprise"}}}, "instruction": "Archive account at2664 by closing it with reason compliance.", "seed": 44664, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2664.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2664.closed_reason", "value": "compliance"}], "task_id": "train_crud_2664", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2665", "text": "compliance incident 13 root cause and mitigation timeline", "title": "Compliance Incident Brief 2665"}, {"id": "xt2665", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2665"}]}, "instruction": "Find relevant docs for 'compliance incident 13'.", "seed": 44665, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2665", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3443}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_6.txt": "seed 2666"}}, "instruction": "Write 'entry-train-2666-103' to /exports/status_train_2666.txt.", "seed": 44666, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_2666.txt"}, {"key": "/exports/status_train_2666.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2666-103"}], "task_id": "train_files_2666", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 44667, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2667", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2668": {"id": "at2668", "status": "active", "tier": "basic"}, "bt2668": {"id": "bt2668", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at2668 with tier=enterprise.", "seed": 44668, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2668.tier", "value": "enterprise"}], "task_id": "train_crud_2668", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2669", "text": "latency incident 0 root cause and mitigation timeline", "title": "Latency Incident Brief 2669"}, {"id": "xt2669", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2669"}]}, "instruction": "Run document search with query 'latency incident 0'.", "seed": 44669, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2669", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 2670"}}, "instruction": "Write 'entry-train-2670-275' to /exports/delta_train_2670.txt.", "seed": 44670, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_train_2670.txt"}, {"key": "/exports/delta_train_2670.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2670-275"}], "task_id": "train_files_2670", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 44671, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2671", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3449}}}], "gold_summary": null, "initial_state": {"accounts": {"at2672": {"id": "at2672", "status": "active", "tier": "basic"}, "bt2672": {"id": "bt2672", "status": "active", "tier": "plus"}}}, "instruction": "Register account nt2672 with active status.", "seed": 44672, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2672"}, {"op": "equals", "path": "accounts.nt2672.status", "value": "active"}], "task_id": "train_crud_2672", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2673", "text": "security incident 4 root cause and mitigation timeline", "title": "Security Incident Brief 2673"}, {"id": "xt2673", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2673"}]}, "instruction": "Search docs for 'security incident 4' and inspect top results.", "seed": 44673, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2673", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_0.txt": "seed 2674"}}, "instruction": "Write 'entry-train-2674-218' to /drafts/status_train_2674.log.", "seed": 44674, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/status_train_2674.log"}, {"key": "/drafts/status_train_2674.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2674-218"}], "task_id": "train_files_2674", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 44675, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2675", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2676": {"id": "at2676", "status": "active", "tier": "premium"}, "bt2676": {"id": "bt2676", "status": "active", "tier": "plus"}}}, "instruction": "Archive account at2676 by closing it with reason compliance.", "seed": 44676, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2676.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2676.closed_reason", "value": "compliance"}], "task_id": "train_crud_2676", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2677", "text": "latency incident 8 root cause and mitigation timeline", "title": "Latency Incident Brief 2677"}, {"id": "xt2677", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2677"}]}, "instruction": "Search docs for 'latency incident 8' and inspect top results.", "seed": 44677, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2677", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3455}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_4.txt": "seed 2678"}}, "instruction": "Create file /reports/runbook_train_2678.txt with content 'entry-train-2678-848'.", "seed": 44678, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_2678.txt"}, {"key": "/reports/runbook_train_2678.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2678-848"}], "task_id": "train_files_2678", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 44679, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2679", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2680": {"id": "at2680", "status": "active", "tier": "basic"}, "bt2680": {"id": "bt2680", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at2680 with tier=enterprise.", "seed": 44680, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2680.tier", "value": "enterprise"}], "task_id": "train_crud_2680", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2681", "text": "retention incident 12 root cause and mitigation timeline", "title": "Retention Incident Brief 2681"}, {"id": "xt2681", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2681"}]}, "instruction": "Find relevant docs for 'retention incident 12'.", "seed": 44681, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2681", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_1.txt": "seed 2682"}}, "instruction": "Create file /drafts/rollup_train_2682.txt with content 'entry-train-2682-432'.", "seed": 44682, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_2682.txt"}, {"key": "/drafts/rollup_train_2682.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2682-432"}], "task_id": "train_files_2682", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 44683, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2683", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3461}}}], "gold_summary": null, "initial_state": {"accounts": {"at2684": {"id": "at2684", "status": "active", "tier": "enterprise"}, "bt2684": {"id": "bt2684", "status": "active", "tier": "enterprise"}}}, "instruction": "Register account nt2684 with active status.", "seed": 44684, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2684"}, {"op": "equals", "path": "accounts.nt2684.status", "value": "active"}], "task_id": "train_crud_2684", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2685", "text": "security incident 16 root cause and mitigation timeline", "title": "Security Incident Brief 2685"}, {"id": "xt2685", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2685"}]}, "instruction": "Search docs for 'security incident 16' and inspect top results.", "seed": 44685, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2685", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_5.txt": "seed 2686"}}, "instruction": "Write 'entry-train-2686-289' to /snapshots/status_train_2686.md.", "seed": 44686, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_2686.md"}, {"key": "/snapshots/status_train_2686.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2686-289"}], "task_id": "train_files_2686", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 44687, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2687", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2688": {"id": "at2688", "status": "active", "tier": "premium"}, "bt2688": {"id": "bt2688", "status": "active", "tier": "premium"}}}, "instruction": "Close account at2688 and mark the reason as risk_review.", "seed": 44688, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2688.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2688.closed_reason", "value": "risk_review"}], "task_id": "train_crud_2688", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2689", "text": "compliance incident 3 root cause and mitigation timeline", "title": "Compliance Incident Brief 2689"}, {"id": "xt2689", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2689"}]}, "instruction": "Search docs for 'compliance incident 3' and inspect top results.", "seed": 44689, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2689", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3467}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_2.txt": "seed 2690"}}, "instruction": "Write 'entry-train-2690-536' to /reports/status_train_2690.txt.", "seed": 44690, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/status_train_2690.txt"}, {"key": "/reports/status_train_2690.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2690-536"}], "task_id": "train_files_2690", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 44691, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2691", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2692": {"id": "at2692", "status": "active", "tier": "plus"}, "bt2692": {"id": "bt2692", "status": "active", "tier": "basic"}}}, "instruction": "Patch account at2692 with tier=enterprise.", "seed": 44692, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2692.tier", "value": "enterprise"}], "task_id": "train_crud_2692", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2693", "text": "compliance incident 7 root cause and mitigation timeline", "title": "Compliance Incident Brief 2693"}, {"id": "xt2693", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2693"}]}, "instruction": "Search docs for 'compliance incident 7' and inspect top results.", "seed": 44693, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2693", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2701", "text": "onboarding incident 15 root cause and mitigation timeline", "title": "Onboarding Incident Brief 2701"}, {"id": "xt2701", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2701"}]}, "instruction": "Search docs for 'onboarding incident 15' and inspect top results.", "seed": 44701, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2701", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 44711, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2711", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2712": {"id": "at2712", "status": "active", "tier": "plus"}, "bt2712": {"id": "bt2712", "status": "active", "tier": "enterprise"}}}, "instruction": "Archive account at2712 by closing it with reason risk_review.", "seed": 44712, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2712.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2712.closed_reason", "value": "risk_review"}], "task_id": "train_crud_2712", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2713", "text": "retention incident 10 root cause and mitigation timeline", "title": "Retention Incident Brief 2713"}, {"id": "xt2713", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2713"}]}, "instruction": "Find relevant docs for 'retention incident 10'.", "seed": 44713, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2713", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3491}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_5.txt": "seed 2714"}}, "instruction": "Create file /exports/runbook_train_2714.txt with content 'entry-train-2714-377'.", "seed": 44714, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_2714.txt"}, {"key": "/exports/runbook_train_2714.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2714-377"}], "task_id": "train_files_2714", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 44715, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2715", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2716": {"id": "at2716", "status": "active", "tier": "plus"}, "bt2716": {"id": "bt2716", "status": "active", "tier": "plus"}}}, "instruction": "Set the subscription tier for at2716 to enterprise.", "seed": 44716, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2716.tier", "value": "enterprise"}], "task_id": "train_crud_2716", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2717", "text": "compliance incident 14 root cause and mitigation timeline", "title": "Compliance Incident Brief 2717"}, {"id": "xt2717", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2717"}]}, "instruction": "Find relevant docs for 'compliance incident 14'.", "seed": 44717, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2717", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_2.txt": "seed 2718"}}, "instruction": "Create file /snapshots/summary_train_2718.txt with content 'entry-train-2718-691'.", "seed": 44718, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/summary_train_2718.txt"}, {"key": "/snapshots/summary_train_2718.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2718-691"}], "task_id": "train_files_2718", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 44719, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2719", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3497}}}], "gold_summary": null, "initial_state": {"accounts": {"at2720": {"id": "at2720", "status": "active", "tier": "plus"}, "bt2720": {"id": "bt2720", "status": "active", "tier": "enterprise"}}}, "instruction": "Register account nt2720 with active status.", "seed": 44720, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2720"}, {"op": "equals", "path": "accounts.nt2720.status", "value": "active"}], "task_id": "train_crud_2720", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2721", "text": "latency incident 1 root cause and mitigation timeline", "title": "Latency Incident Brief 2721"}, {"id": "xt2721", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2721"}]}, "instruction": "Run document search with query 'latency incident 1'.", "seed": 44721, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2721", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_6.txt": "seed 2722"}}, "instruction": "Store the text 'entry-train-2722-912' at /snapshots/rollup_train_2722.log.", "seed": 44722, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_2722.log"}, {"key": "/snapshots/rollup_train_2722.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2722-912"}], "task_id": "train_files_2722", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 44723, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2723", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2724": {"id": "at2724", "status": "active", "tier": "enterprise"}, "bt2724": {"id": "bt2724", "status": "active", "tier": "enterprise"}}}, "instruction": "Deactivate user account at2724; use reason risk_review.", "seed": 44724, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2724.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2724.closed_reason", "value": "risk_review"}], "task_id": "train_crud_2724", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2725", "text": "billing incident 5 root cause and mitigation timeline", "title": "Billing Incident Brief 2725"}, {"id": "xt2725", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2725"}]}, "instruction": "Find relevant docs for 'billing incident 5'.", "seed": 44725, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2725", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3503}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_3.txt": "seed 2726"}}, "instruction": "Store the text 'entry-train-2726-895' at /snapshots/delta_train_2726.log.", "seed": 44726, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/delta_train_2726.log"}, {"key": "/snapshots/delta_train_2726.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2726-895"}], "task_id": "train_files_2726", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 44727, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2727", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2728": {"id": "at2728", "status": "active", "tier": "basic"}, "bt2728": {"id": "bt2728", "status": "active", "tier": "basic"}}}, "instruction": "Set the subscription tier for at2728 to plus.", "seed": 44728, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2728.tier", "value": "plus"}], "task_id": "train_crud_2728", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2729", "text": "security incident 9 root cause and mitigation timeline", "title": "Security Incident Brief 2729"}, {"id": "xt2729", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2729"}]}, "instruction": "Search docs for 'security incident 9' and inspect top results.", "seed": 44729, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2729", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_0.txt": "seed 2730"}}, "instruction": "Create file /exports/runbook_train_2730.txt with content 'entry-train-2730-401'.", "seed": 44730, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_2730.txt"}, {"key": "/exports/runbook_train_2730.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2730-401"}], "task_id": "train_files_2730", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 44731, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2731", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3509}}}], "gold_summary": null, "initial_state": {"accounts": {"at2732": {"id": "at2732", "status": "active", "tier": "plus"}, "bt2732": {"id": "bt2732", "status": "active", "tier": "basic"}}}, "instruction": "Add customer account nt2732.", "seed": 44732, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2732"}, {"op": "equals", "path": "accounts.nt2732.status", "value": "active"}], "task_id": "train_crud_2732", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2733", "text": "security incident 13 root cause and mitigation timeline", "title": "Security Incident Brief 2733"}, {"id": "xt2733", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2733"}]}, "instruction": "Find relevant docs for 'security incident 13'.", "seed": 44733, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2733", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_4.txt": "seed 2734"}}, "instruction": "Store the text 'entry-train-2734-126' at /drafts/rollup_train_2734.log.", "seed": 44734, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_2734.log"}, {"key": "/drafts/rollup_train_2734.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2734-126"}], "task_id": "train_files_2734", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 44735, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2735", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2736": {"id": "at2736", "status": "active", "tier": "basic"}, "bt2736": {"id": "bt2736", "status": "active", "tier": "plus"}}}, "instruction": "Close account at2736 and mark the reason as user_request.", "seed": 44736, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2736.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2736.closed_reason", "value": "user_request"}], "task_id": "train_crud_2736", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2737", "text": "latency incident 0 root cause and mitigation timeline", "title": "Latency Incident Brief 2737"}, {"id": "xt2737", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2737"}]}, "instruction": "Search docs for 'latency incident 0' and inspect top results.", "seed": 44737, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2737", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3515}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_1.txt": "seed 2738"}}, "instruction": "Create file /drafts/summary_train_2738.txt with content 'entry-train-2738-682'.", "seed": 44738, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_2738.txt"}, {"key": "/drafts/summary_train_2738.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2738-682"}], "task_id": "train_files_2738", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 44739, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2739", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2740": {"id": "at2740", "status": "active", "tier": "plus"}, "bt2740": {"id": "bt2740", "status": "active", "tier": "premium"}}}, "instruction": "Set the subscription tier for at2740 to enterprise.", "seed": 44740, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2740.tier", "value": "enterprise"}], "task_id": "train_crud_2740", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2741", "text": "retention incident 4 root cause and mitigation timeline", "title": "Retention Incident Brief 2741"}, {"id": "xt2741", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2741"}]}, "instruction": "Run document search with query 'retention incident 4'.", "seed": 44741, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2741", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_5.txt": "seed 2742"}}, "instruction": "Write 'entry-train-2742-259' to /reports/runbook_train_2742.txt.", "seed": 44742, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_2742.txt"}, {"key": "/reports/runbook_train_2742.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2742-259"}], "task_id": "train_files_2742", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 44743, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2743", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3521}}}], "gold_summary": null, "initial_state": {"accounts": {"at2744": {"id": "at2744", "status": "active", "tier": "plus"}, "bt2744": {"id": "bt2744", "status": "active", "tier": "enterprise"}}}, "instruction": "Register account nt2744 with active status.", "seed": 44744, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2744"}, {"op": "equals", "path": "accounts.nt2744.status", "value": "active"}], "task_id": "train_crud_2744", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2745", "text": "retention incident 8 root cause and mitigation timeline", "title": "Retention Incident Brief 2745"}, {"id": "xt2745", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2745"}]}, "instruction": "Find relevant docs for 'retention incident 8'.", "seed": 44745, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2745", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_2.txt": "seed 2746"}}, "instruction": "Store the text 'entry-train-2746-413' at /exports/delta_train_2746.log.", "seed": 44746, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_train_2746.log"}, {"key": "/exports/delta_train_2746.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2746-413"}], "task_id": "train_files_2746", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 44747, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2747", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2748": {"id": "at2748", "status": "active", "tier": "enterprise"}, "bt2748": {"id": "bt2748", "status": "active", "tier": "plus"}}}, "instruction": "Archive account at2748 by closing it with reason compliance.", "seed": 44748, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2748.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2748.closed_reason", "value": "compliance"}], "task_id": "train_crud_2748", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2749", "text": "billing incident 12 root cause and mitigation timeline", "title": "Billing Incident Brief 2749"}, {"id": "xt2749", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2749"}]}, "instruction": "Run document search with query 'billing incident 12'.", "seed": 44749, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2749", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3527}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_6.txt": "seed 2750"}}, "instruction": "Write 'entry-train-2750-961' to /drafts/delta_train_2750.log.", "seed": 44750, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_train_2750.log"}, {"key": "/drafts/delta_train_2750.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2750-961"}], "task_id": "train_files_2750", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 44751, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2751", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2752": {"id": "at2752", "status": "active", "tier": "enterprise"}, "bt2752": {"id": "bt2752", "status": "active", "tier": "plus"}}}, "instruction": "Update account at2752 so tier is plus.", "seed": 44752, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2752.tier", "value": "plus"}], "task_id": "train_crud_2752", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2753", "text": "retention incident 16 root cause and mitigation timeline", "title": "Retention Incident Brief 2753"}, {"id": "xt2753", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2753"}]}, "instruction": "Search docs for 'retention incident 16' and inspect top results.", "seed": 44753, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2753", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 2754"}}, "instruction": "Create file /exports/summary_train_2754.txt with content 'entry-train-2754-179'.", "seed": 44754, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_2754.txt"}, {"key": "/exports/summary_train_2754.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2754-179"}], "task_id": "train_files_2754", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 44755, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2755", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3533}}}], "gold_summary": null, "initial_state": {"accounts": {"at2756": {"id": "at2756", "status": "active", "tier": "premium"}, "bt2756": {"id": "bt2756", "status": "active", "tier": "basic"}}}, "instruction": "Create a new account with id nt2756.", "seed": 44756, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2756"}, {"op": "equals", "path": "accounts.nt2756.status", "value": "active"}], "task_id": "train_crud_2756", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2757", "text": "security incident 3 root cause and mitigation timeline", "title": "Security Incident Brief 2757"}, {"id": "xt2757", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2757"}]}, "instruction": "Search docs for 'security incident 3' and inspect top results.", "seed": 44757, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2757", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_0.txt": "seed 2758"}}, "instruction": "Store the text 'entry-train-2758-306' at /exports/status_train_2758.log.", "seed": 44758, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_2758.log"}, {"key": "/exports/status_train_2758.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2758-306"}], "task_id": "train_files_2758", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 44759, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2759", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2760": {"id": "at2760", "status": "active", "tier": "basic"}, "bt2760": {"id": "bt2760", "status": "active", "tier": "enterprise"}}}, "instruction": "Close account at2760 and mark the reason as user_request.", "seed": 44760, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2760.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2760.closed_reason", "value": "user_request"}], "task_id": "train_crud_2760", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2761", "text": "latency incident 7 root cause and mitigation timeline", "title": "Latency Incident Brief 2761"}, {"id": "xt2761", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2761"}]}, "instruction": "Run document search with query 'latency incident 7'.", "seed": 44761, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2761", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3539}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_4.txt": "seed 2762"}}, "instruction": "Store the text 'entry-train-2762-507' at /reports/runbook_train_2762.md.", "seed": 44762, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_2762.md"}, {"key": "/reports/runbook_train_2762.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2762-507"}], "task_id": "train_files_2762", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 44763, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2763", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2764": {"id": "at2764", "status": "active", "tier": "premium"}, "bt2764": {"id": "bt2764", "status": "active", "tier": "basic"}}}, "instruction": "Set the subscription tier for at2764 to basic.", "seed": 44764, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2764.tier", "value": "basic"}], "task_id": "train_crud_2764", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2765", "text": "retention incident 11 root cause and mitigation timeline", "title": "Retention Incident Brief 2765"}, {"id": "xt2765", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2765"}]}, "instruction": "Search docs for 'retention incident 11' and inspect top results.", "seed": 44765, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2765", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 2766"}}, "instruction": "Create file /notes/status_train_2766.txt with content 'entry-train-2766-701'.", "seed": 44766, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_train_2766.txt"}, {"key": "/notes/status_train_2766.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2766-701"}], "task_id": "train_files_2766", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 44767, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2767", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3545}}}], "gold_summary": null, "initial_state": {"accounts": {"at2768": {"id": "at2768", "status": "active", "tier": "plus"}, "bt2768": {"id": "bt2768", "status": "active", "tier": "enterprise"}}}, "instruction": "Create a new account with id nt2768.", "seed": 44768, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2768"}, {"op": "equals", "path": "accounts.nt2768.status", "value": "active"}], "task_id": "train_crud_2768", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2769", "text": "retention incident 15 root cause and mitigation timeline", "title": "Retention Incident Brief 2769"}, {"id": "xt2769", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2769"}]}, "instruction": "Find relevant docs for 'retention incident 15'.", "seed": 44769, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2769", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_5.txt": "seed 2770"}}, "instruction": "Write 'entry-train-2770-769' to /drafts/status_train_2770.log.", "seed": 44770, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/status_train_2770.log"}, {"key": "/drafts/status_train_2770.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2770-769"}], "task_id": "train_files_2770", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 44771, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2771", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2772": {"id": "at2772", "status": "active", "tier": "premium"}, "bt2772": {"id": "bt2772", "status": "active", "tier": "plus"}}}, "instruction": "Deactivate user account at2772; use reason duplicate_account.", "seed": 44772, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2772.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2772.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_2772", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2773", "text": "latency incident 2 root cause and mitigation timeline", "title": "Latency Incident Brief 2773"}, {"id": "xt2773", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2773"}]}, "instruction": "Run document search with query 'latency incident 2'.", "seed": 44773, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2773", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3551}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_2.txt": "seed 2774"}}, "instruction": "Store the text 'entry-train-2774-313' at /reports/rollup_train_2774.txt.", "seed": 44774, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_2774.txt"}, {"key": "/reports/rollup_train_2774.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2774-313"}], "task_id": "train_files_2774", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 44775, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2775", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2776": {"id": "at2776", "status": "active", "tier": "enterprise"}, "bt2776": {"id": "bt2776", "status": "active", "tier": "basic"}}}, "instruction": "Update account at2776 so tier is basic.", "seed": 44776, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2776.tier", "value": "basic"}], "task_id": "train_crud_2776", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2777", "text": "onboarding incident 6 root cause and mitigation timeline", "title": "Onboarding Incident Brief 2777"}, {"id": "xt2777", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2777"}]}, "instruction": "Run document search with query 'onboarding incident 6'.", "seed": 44777, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2777", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_6.txt": "seed 2778"}}, "instruction": "Create file /reports/rollup_train_2778.md with content 'entry-train-2778-273'.", "seed": 44778, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_2778.md"}, {"key": "/reports/rollup_train_2778.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2778-273"}], "task_id": "train_files_2778", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 44779, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2779", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3557}}}], "gold_summary": null, "initial_state": {"accounts": {"at2780": {"id": "at2780", "status": "active", "tier": "premium"}, "bt2780": {"id": "bt2780", "status": "active", "tier": "basic"}}}, "instruction": "Create a new account with id nt2780.", "seed": 44780, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2780"}, {"op": "equals", "path": "accounts.nt2780.status", "value": "active"}], "task_id": "train_crud_2780", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2781", "text": "security incident 10 root cause and mitigation timeline", "title": "Security Incident Brief 2781"}, {"id": "xt2781", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2781"}]}, "instruction": "Run document search with query 'security incident 10'.", "seed": 44781, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2781", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_3.txt": "seed 2782"}}, "instruction": "Write 'entry-train-2782-765' to /snapshots/runbook_train_2782.md.", "seed": 44782, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/runbook_train_2782.md"}, {"key": "/snapshots/runbook_train_2782.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2782-765"}], "task_id": "train_files_2782", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 44783, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2783", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2784": {"id": "at2784", "status": "active", "tier": "premium"}, "bt2784": {"id": "bt2784", "status": "active", "tier": "enterprise"}}}, "instruction": "Deactivate user account at2784; use reason risk_review.", "seed": 44784, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2784.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2784.closed_reason", "value": "risk_review"}], "task_id": "train_crud_2784", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2785", "text": "latency incident 14 root cause and mitigation timeline", "title": "Latency Incident Brief 2785"}, {"id": "xt2785", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2785"}]}, "instruction": "Find relevant docs for 'latency incident 14'.", "seed": 44785, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2785", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3563}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_0.txt": "seed 2786"}}, "instruction": "Create file /exports/runbook_train_2786.txt with content 'entry-train-2786-798'.", "seed": 44786, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_2786.txt"}, {"key": "/exports/runbook_train_2786.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2786-798"}], "task_id": "train_files_2786", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 44787, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2787", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2788": {"id": "at2788", "status": "active", "tier": "basic"}, "bt2788": {"id": "bt2788", "status": "active", "tier": "basic"}}}, "instruction": "Patch account at2788 with tier=enterprise.", "seed": 44788, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2788.tier", "value": "enterprise"}], "task_id": "train_crud_2788", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2789", "text": "retention incident 1 root cause and mitigation timeline", "title": "Retention Incident Brief 2789"}, {"id": "xt2789", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2789"}]}, "instruction": "Search docs for 'retention incident 1' and inspect top results.", "seed": 44789, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2789", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_4.txt": "seed 2790"}}, "instruction": "Write 'entry-train-2790-484' to /drafts/summary_train_2790.md.", "seed": 44790, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_2790.md"}, {"key": "/drafts/summary_train_2790.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2790-484"}], "task_id": "train_files_2790", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 44791, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2791", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3569}}}], "gold_summary": null, "initial_state": {"accounts": {"at2792": {"id": "at2792", "status": "active", "tier": "enterprise"}, "bt2792": {"id": "bt2792", "status": "active", "tier": "basic"}}}, "instruction": "Register account nt2792 with active status.", "seed": 44792, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2792"}, {"op": "equals", "path": "accounts.nt2792.status", "value": "active"}], "task_id": "train_crud_2792", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2793", "text": "compliance incident 5 root cause and mitigation timeline", "title": "Compliance Incident Brief 2793"}, {"id": "xt2793", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2793"}]}, "instruction": "Find relevant docs for 'compliance incident 5'.", "seed": 44793, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2793", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 2794"}}, "instruction": "Write 'entry-train-2794-187' to /notes/rollup_train_2794.txt.", "seed": 44794, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_2794.txt"}, {"key": "/notes/rollup_train_2794.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2794-187"}], "task_id": "train_files_2794", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 44795, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2795", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2796": {"id": "at2796", "status": "active", "tier": "premium"}, "bt2796": {"id": "bt2796", "status": "active", "tier": "premium"}}}, "instruction": "Archive account at2796 by closing it with reason duplicate_account.", "seed": 44796, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2796.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2796.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_2796", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2797", "text": "compliance incident 9 root cause and mitigation timeline", "title": "Compliance Incident Brief 2797"}, {"id": "xt2797", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2797"}]}, "instruction": "Find relevant docs for 'compliance incident 9'.", "seed": 44797, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2797", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3575}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_5.txt": "seed 2798"}}, "instruction": "Write 'entry-train-2798-565' to /snapshots/summary_train_2798.md.", "seed": 44798, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/summary_train_2798.md"}, {"key": "/snapshots/summary_train_2798.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2798-565"}], "task_id": "train_files_2798", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 44799, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2799", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2800": {"id": "at2800", "status": "active", "tier": "plus"}, "bt2800": {"id": "bt2800", "status": "active", "tier": "basic"}}}, "instruction": "Patch account at2800 with tier=premium.", "seed": 44800, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2800.tier", "value": "premium"}], "task_id": "train_crud_2800", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2801", "text": "billing incident 13 root cause and mitigation timeline", "title": "Billing Incident Brief 2801"}, {"id": "xt2801", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2801"}]}, "instruction": "Run document search with query 'billing incident 13'.", "seed": 44801, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2801", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_2.txt": "seed 2802"}}, "instruction": "Write 'entry-train-2802-316' to /snapshots/status_train_2802.txt.", "seed": 44802, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_2802.txt"}, {"key": "/snapshots/status_train_2802.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2802-316"}], "task_id": "train_files_2802", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 44803, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2803", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3581}}}], "gold_summary": null, "initial_state": {"accounts": {"at2804": {"id": "at2804", "status": "active", "tier": "plus"}, "bt2804": {"id": "bt2804", "status": "active", "tier": "plus"}}}, "instruction": "Create a new account with id nt2804.", "seed": 44804, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2804"}, {"op": "equals", "path": "accounts.nt2804.status", "value": "active"}], "task_id": "train_crud_2804", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2805", "text": "latency incident 0 root cause and mitigation timeline", "title": "Latency Incident Brief 2805"}, {"id": "xt2805", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2805"}]}, "instruction": "Search docs for 'latency incident 0' and inspect top results.", "seed": 44805, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2805", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_6.txt": "seed 2806"}}, "instruction": "Write 'entry-train-2806-637' to /exports/rollup_train_2806.md.", "seed": 44806, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_2806.md"}, {"key": "/exports/rollup_train_2806.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2806-637"}], "task_id": "train_files_2806", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 44807, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2807", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2808": {"id": "at2808", "status": "active", "tier": "premium"}, "bt2808": {"id": "bt2808", "status": "active", "tier": "plus"}}}, "instruction": "Deactivate user account at2808; use reason risk_review.", "seed": 44808, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2808.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2808.closed_reason", "value": "risk_review"}], "task_id": "train_crud_2808", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2809", "text": "compliance incident 4 root cause and mitigation timeline", "title": "Compliance Incident Brief 2809"}, {"id": "xt2809", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2809"}]}, "instruction": "Run document search with query 'compliance incident 4'.", "seed": 44809, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2809", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3587}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_3.txt": "seed 2810"}}, "instruction": "Create file /notes/status_train_2810.log with content 'entry-train-2810-547'.", "seed": 44810, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_train_2810.log"}, {"key": "/notes/status_train_2810.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2810-547"}], "task_id": "train_files_2810", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 44811, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2811", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2812": {"id": "at2812", "status": "active", "tier": "plus"}, "bt2812": {"id": "bt2812", "status": "active", "tier": "plus"}}}, "instruction": "Set the subscription tier for at2812 to basic.", "seed": 44812, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2812.tier", "value": "basic"}], "task_id": "train_crud_2812", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2813", "text": "billing incident 8 root cause and mitigation timeline", "title": "Billing Incident Brief 2813"}, {"id": "xt2813", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2813"}]}, "instruction": "Run document search with query 'billing incident 8'.", "seed": 44813, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2813", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_0.txt": "seed 2814"}}, "instruction": "Store the text 'entry-train-2814-216' at /drafts/rollup_train_2814.md.", "seed": 44814, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_2814.md"}, {"key": "/drafts/rollup_train_2814.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2814-216"}], "task_id": "train_files_2814", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 44815, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2815", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3593}}}], "gold_summary": null, "initial_state": {"accounts": {"at2816": {"id": "at2816", "status": "active", "tier": "basic"}, "bt2816": {"id": "bt2816", "status": "active", "tier": "plus"}}}, "instruction": "Add customer account nt2816.", "seed": 44816, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2816"}, {"op": "equals", "path": "accounts.nt2816.status", "value": "active"}], "task_id": "train_crud_2816", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2817", "text": "compliance incident 12 root cause and mitigation timeline", "title": "Compliance Incident Brief 2817"}, {"id": "xt2817", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2817"}]}, "instruction": "Search docs for 'compliance incident 12' and inspect top results.", "seed": 44817, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2817", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_4.txt": "seed 2818"}}, "instruction": "Create file /reports/status_train_2818.log with content 'entry-train-2818-292'.", "seed": 44818, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/status_train_2818.log"}, {"key": "/reports/status_train_2818.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2818-292"}], "task_id": "train_files_2818", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 44819, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2819", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2820": {"id": "at2820", "status": "active", "tier": "plus"}, "bt2820": {"id": "bt2820", "status": "active", "tier": "basic"}}}, "instruction": "Deactivate user account at2820; use reason duplicate_account.", "seed": 44820, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2820.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2820.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_2820", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2821", "text": "billing incident 16 root cause and mitigation timeline", "title": "Billing Incident Brief 2821"}, {"id": "xt2821", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2821"}]}, "instruction": "Run document search with query 'billing incident 16'.", "seed": 44821, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2821", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3599}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 2822"}}, "instruction": "Store the text 'entry-train-2822-611' at /notes/summary_train_2822.log.", "seed": 44822, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_2822.log"}, {"key": "/notes/summary_train_2822.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2822-611"}], "task_id": "train_files_2822", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 44823, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2823", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2824": {"id": "at2824", "status": "active", "tier": "premium"}, "bt2824": {"id": "bt2824", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at2824 with tier=enterprise.", "seed": 44824, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2824.tier", "value": "enterprise"}], "task_id": "train_crud_2824", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2825", "text": "billing incident 3 root cause and mitigation timeline", "title": "Billing Incident Brief 2825"}, {"id": "xt2825", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2825"}]}, "instruction": "Run document search with query 'billing incident 3'.", "seed": 44825, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2825", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_5.txt": "seed 2826"}}, "instruction": "Store the text 'entry-train-2826-666' at /snapshots/runbook_train_2826.txt.", "seed": 44826, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/runbook_train_2826.txt"}, {"key": "/snapshots/runbook_train_2826.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2826-666"}], "task_id": "train_files_2826", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 44827, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2827", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3605}}}], "gold_summary": null, "initial_state": {"accounts": {"at2828": {"id": "at2828", "status": "active", "tier": "premium"}, "bt2828": {"id": "bt2828", "status": "active", "tier": "enterprise"}}}, "instruction": "Add customer account nt2828.", "seed": 44828, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2828"}, {"op": "equals", "path": "accounts.nt2828.status", "value": "active"}], "task_id": "train_crud_2828", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2829", "text": "latency incident 7 root cause and mitigation timeline", "title": "Latency Incident Brief 2829"}, {"id": "xt2829", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2829"}]}, "instruction": "Search docs for 'latency incident 7' and inspect top results.", "seed": 44829, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2829", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_2.txt": "seed 2830"}}, "instruction": "Write 'entry-train-2830-765' to /reports/summary_train_2830.txt.", "seed": 44830, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_2830.txt"}, {"key": "/reports/summary_train_2830.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2830-765"}], "task_id": "train_files_2830", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 44831, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2831", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2832": {"id": "at2832", "status": "active", "tier": "basic"}, "bt2832": {"id": "bt2832", "status": "active", "tier": "enterprise"}}}, "instruction": "Archive account at2832 by closing it with reason user_request.", "seed": 44832, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2832.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2832.closed_reason", "value": "user_request"}], "task_id": "train_crud_2832", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2833", "text": "latency incident 11 root cause and mitigation timeline", "title": "Latency Incident Brief 2833"}, {"id": "xt2833", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2833"}]}, "instruction": "Search docs for 'latency incident 11' and inspect top results.", "seed": 44833, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2833", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3611}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_6.txt": "seed 2834"}}, "instruction": "Write 'entry-train-2834-490' to /drafts/rollup_train_2834.log.", "seed": 44834, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_2834.log"}, {"key": "/drafts/rollup_train_2834.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2834-490"}], "task_id": "train_files_2834", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 44835, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2835", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2836": {"id": "at2836", "status": "active", "tier": "enterprise"}, "bt2836": {"id": "bt2836", "status": "active", "tier": "enterprise"}}}, "instruction": "Update account at2836 so tier is plus.", "seed": 44836, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2836.tier", "value": "plus"}], "task_id": "train_crud_2836", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2837", "text": "security incident 15 root cause and mitigation timeline", "title": "Security Incident Brief 2837"}, {"id": "xt2837", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2837"}]}, "instruction": "Run document search with query 'security incident 15'.", "seed": 44837, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2837", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 2838"}}, "instruction": "Create file /exports/runbook_train_2838.md with content 'entry-train-2838-958'.", "seed": 44838, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_2838.md"}, {"key": "/exports/runbook_train_2838.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2838-958"}], "task_id": "train_files_2838", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 44839, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2839", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3617}}}], "gold_summary": null, "initial_state": {"accounts": {"at2840": {"id": "at2840", "status": "active", "tier": "basic"}, "bt2840": {"id": "bt2840", "status": "active", "tier": "plus"}}}, "instruction": "Register account nt2840 with active status.", "seed": 44840, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2840"}, {"op": "equals", "path": "accounts.nt2840.status", "value": "active"}], "task_id": "train_crud_2840", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2841", "text": "onboarding incident 2 root cause and mitigation timeline", "title": "Onboarding Incident Brief 2841"}, {"id": "xt2841", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2841"}]}, "instruction": "Run document search with query 'onboarding incident 2'.", "seed": 44841, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2841", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_0.txt": "seed 2842"}}, "instruction": "Write 'entry-train-2842-540' to /exports/status_train_2842.log.", "seed": 44842, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_2842.log"}, {"key": "/exports/status_train_2842.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2842-540"}], "task_id": "train_files_2842", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 44843, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2843", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2844": {"id": "at2844", "status": "active", "tier": "enterprise"}, "bt2844": {"id": "bt2844", "status": "active", "tier": "enterprise"}}}, "instruction": "Deactivate user account at2844; use reason risk_review.", "seed": 44844, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2844.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2844.closed_reason", "value": "risk_review"}], "task_id": "train_crud_2844", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2845", "text": "latency incident 6 root cause and mitigation timeline", "title": "Latency Incident Brief 2845"}, {"id": "xt2845", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2845"}]}, "instruction": "Search docs for 'latency incident 6' and inspect top results.", "seed": 44845, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2845", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3623}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_4.txt": "seed 2846"}}, "instruction": "Write 'entry-train-2846-827' to /snapshots/status_train_2846.txt.", "seed": 44846, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_2846.txt"}, {"key": "/snapshots/status_train_2846.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2846-827"}], "task_id": "train_files_2846", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 44847, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2847", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2848": {"id": "at2848", "status": "active", "tier": "premium"}, "bt2848": {"id": "bt2848", "status": "active", "tier": "plus"}}}, "instruction": "Set the subscription tier for at2848 to enterprise.", "seed": 44848, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2848.tier", "value": "enterprise"}], "task_id": "train_crud_2848", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2849", "text": "billing incident 10 root cause and mitigation timeline", "title": "Billing Incident Brief 2849"}, {"id": "xt2849", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2849"}]}, "instruction": "Search docs for 'billing incident 10' and inspect top results.", "seed": 44849, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2849", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_1.txt": "seed 2850"}}, "instruction": "Store the text 'entry-train-2850-888' at /snapshots/summary_train_2850.log.", "seed": 44850, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/summary_train_2850.log"}, {"key": "/snapshots/summary_train_2850.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2850-888"}], "task_id": "train_files_2850", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 44851, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2851", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3629}}}], "gold_summary": null, "initial_state": {"accounts": {"at2852": {"id": "at2852", "status": "active", "tier": "basic"}, "bt2852": {"id": "bt2852", "status": "active", "tier": "enterprise"}}}, "instruction": "Create a new account with id nt2852.", "seed": 44852, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2852"}, {"op": "equals", "path": "accounts.nt2852.status", "value": "active"}], "task_id": "train_crud_2852", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2853", "text": "retention incident 14 root cause and mitigation timeline", "title": "Retention Incident Brief 2853"}, {"id": "xt2853", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2853"}]}, "instruction": "Run document search with query 'retention incident 14'.", "seed": 44853, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2853", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_5.txt": "seed 2854"}}, "instruction": "Write 'entry-train-2854-768' to /exports/status_train_2854.txt.", "seed": 44854, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_2854.txt"}, {"key": "/exports/status_train_2854.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2854-768"}], "task_id": "train_files_2854", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 44855, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2855", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2856": {"id": "at2856", "status": "active", "tier": "enterprise"}, "bt2856": {"id": "bt2856", "status": "active", "tier": "basic"}}}, "instruction": "Close account at2856 and mark the reason as duplicate_account.", "seed": 44856, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2856.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2856.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_2856", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2857", "text": "security incident 1 root cause and mitigation timeline", "title": "Security Incident Brief 2857"}, {"id": "xt2857", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2857"}]}, "instruction": "Find relevant docs for 'security incident 1'.", "seed": 44857, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2857", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3635}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_2.txt": "seed 2858"}}, "instruction": "Store the text 'entry-train-2858-570' at /notes/summary_train_2858.txt.", "seed": 44858, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_2858.txt"}, {"key": "/notes/summary_train_2858.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2858-570"}], "task_id": "train_files_2858", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2861", "text": "latency incident 5 root cause and mitigation timeline", "title": "Latency Incident Brief 2861"}, {"id": "xt2861", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2861"}]}, "instruction": "Run document search with query 'latency incident 5'.", "seed": 44861, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2861", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3641}}}], "gold_summary": null, "initial_state": {"accounts": {"at2864": {"id": "at2864", "status": "active", "tier": "enterprise"}, "bt2864": {"id": "bt2864", "status": "active", "tier": "premium"}}}, "instruction": "Add customer account nt2864.", "seed": 44864, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2864"}, {"op": "equals", "path": "accounts.nt2864.status", "value": "active"}], "task_id": "train_crud_2864", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2865", "text": "compliance incident 9 root cause and mitigation timeline", "title": "Compliance Incident Brief 2865"}, {"id": "xt2865", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2865"}]}, "instruction": "Search docs for 'compliance incident 9' and inspect top results.", "seed": 44865, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2865", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 2866"}}, "instruction": "Store the text 'entry-train-2866-775' at /exports/summary_train_2866.txt.", "seed": 44866, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_2866.txt"}, {"key": "/exports/summary_train_2866.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2866-775"}], "task_id": "train_files_2866", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 44867, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2867", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2868": {"id": "at2868", "status": "active", "tier": "basic"}, "bt2868": {"id": "bt2868", "status": "active", "tier": "premium"}}}, "instruction": "Close account at2868 and mark the reason as user_request.", "seed": 44868, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2868.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2868.closed_reason", "value": "user_request"}], "task_id": "train_crud_2868", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2869", "text": "onboarding incident 13 root cause and mitigation timeline", "title": "Onboarding Incident Brief 2869"}, {"id": "xt2869", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2869"}]}, "instruction": "Find relevant docs for 'onboarding incident 13'.", "seed": 44869, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2869", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3647}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_0.txt": "seed 2870"}}, "instruction": "Write 'entry-train-2870-879' to /reports/delta_train_2870.log.", "seed": 44870, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/delta_train_2870.log"}, {"key": "/reports/delta_train_2870.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2870-879"}], "task_id": "train_files_2870", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 44871, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2871", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2872": {"id": "at2872", "status": "active", "tier": "basic"}, "bt2872": {"id": "bt2872", "status": "active", "tier": "plus"}}}, "instruction": "Update account at2872 so tier is premium.", "seed": 44872, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2872.tier", "value": "premium"}], "task_id": "train_crud_2872", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2873", "text": "retention incident 0 root cause and mitigation timeline", "title": "Retention Incident Brief 2873"}, {"id": "xt2873", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2873"}]}, "instruction": "Run document search with query 'retention incident 0'.", "seed": 44873, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2873", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_4.txt": "seed 2874"}}, "instruction": "Create file /exports/rollup_train_2874.txt with content 'entry-train-2874-194'.", "seed": 44874, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_2874.txt"}, {"key": "/exports/rollup_train_2874.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2874-194"}], "task_id": "train_files_2874", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 44875, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2875", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3653}}}], "gold_summary": null, "initial_state": {"accounts": {"at2876": {"id": "at2876", "status": "active", "tier": "enterprise"}, "bt2876": {"id": "bt2876", "status": "active", "tier": "enterprise"}}}, "instruction": "Create a new account with id nt2876.", "seed": 44876, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2876"}, {"op": "equals", "path": "accounts.nt2876.status", "value": "active"}], "task_id": "train_crud_2876", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2877", "text": "latency incident 4 root cause and mitigation timeline", "title": "Latency Incident Brief 2877"}, {"id": "xt2877", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2877"}]}, "instruction": "Search docs for 'latency incident 4' and inspect top results.", "seed": 44877, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2877", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_1.txt": "seed 2878"}}, "instruction": "Store the text 'entry-train-2878-697' at /exports/rollup_train_2878.txt.", "seed": 44878, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_2878.txt"}, {"key": "/exports/rollup_train_2878.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2878-697"}], "task_id": "train_files_2878", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 44879, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2879", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2880": {"id": "at2880", "status": "active", "tier": "enterprise"}, "bt2880": {"id": "bt2880", "status": "active", "tier": "premium"}}}, "instruction": "Archive account at2880 by closing it with reason duplicate_account.", "seed": 44880, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2880.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2880.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_2880", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2881", "text": "billing incident 8 root cause and mitigation timeline", "title": "Billing Incident Brief 2881"}, {"id": "xt2881", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2881"}]}, "instruction": "Run document search with query 'billing incident 8'.", "seed": 44881, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2881", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3659}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_5.txt": "seed 2882"}}, "instruction": "Create file /snapshots/status_train_2882.log with content 'entry-train-2882-461'.", "seed": 44882, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_2882.log"}, {"key": "/snapshots/status_train_2882.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2882-461"}], "task_id": "train_files_2882", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 44883, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2883", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2884": {"id": "at2884", "status": "active", "tier": "premium"}, "bt2884": {"id": "bt2884", "status": "active", "tier": "enterprise"}}}, "instruction": "Set the subscription tier for at2884 to enterprise.", "seed": 44884, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2884.tier", "value": "enterprise"}], "task_id": "train_crud_2884", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2885", "text": "compliance incident 12 root cause and mitigation timeline", "title": "Compliance Incident Brief 2885"}, {"id": "xt2885", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2885"}]}, "instruction": "Search docs for 'compliance incident 12' and inspect top results.", "seed": 44885, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2885", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_2.txt": "seed 2886"}}, "instruction": "Write 'entry-train-2886-909' to /drafts/runbook_train_2886.md.", "seed": 44886, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_train_2886.md"}, {"key": "/drafts/runbook_train_2886.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2886-909"}], "task_id": "train_files_2886", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 44887, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2887", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3665}}}], "gold_summary": null, "initial_state": {"accounts": {"at2888": {"id": "at2888", "status": "active", "tier": "premium"}, "bt2888": {"id": "bt2888", "status": "active", "tier": "plus"}}}, "instruction": "Register account nt2888 with active status.", "seed": 44888, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2888"}, {"op": "equals", "path": "accounts.nt2888.status", "value": "active"}], "task_id": "train_crud_2888", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2889", "text": "billing incident 16 root cause and mitigation timeline", "title": "Billing Incident Brief 2889"}, {"id": "xt2889", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2889"}]}, "instruction": "Run document search with query 'billing incident 16'.", "seed": 44889, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2889", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_6.txt": "seed 2890"}}, "instruction": "Store the text 'entry-train-2890-576' at /reports/runbook_train_2890.txt.", "seed": 44890, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_2890.txt"}, {"key": "/reports/runbook_train_2890.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2890-576"}], "task_id": "train_files_2890", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 44891, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2891", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2892": {"id": "at2892", "status": "active", "tier": "premium"}, "bt2892": {"id": "bt2892", "status": "active", "tier": "plus"}}}, "instruction": "Close account at2892 and mark the reason as risk_review.", "seed": 44892, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2892.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2892.closed_reason", "value": "risk_review"}], "task_id": "train_crud_2892", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2893", "text": "onboarding incident 3 root cause and mitigation timeline", "title": "Onboarding Incident Brief 2893"}, {"id": "xt2893", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2893"}]}, "instruction": "Find relevant docs for 'onboarding incident 3'.", "seed": 44893, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2893", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3671}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_3.txt": "seed 2894"}}, "instruction": "Create file /notes/summary_train_2894.log with content 'entry-train-2894-761'.", "seed": 44894, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_2894.log"}, {"key": "/notes/summary_train_2894.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2894-761"}], "task_id": "train_files_2894", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 44895, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2895", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2896": {"id": "at2896", "status": "active", "tier": "plus"}, "bt2896": {"id": "bt2896", "status": "active", "tier": "enterprise"}}}, "instruction": "Set the subscription tier for at2896 to basic.", "seed": 44896, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2896.tier", "value": "basic"}], "task_id": "train_crud_2896", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2897", "text": "latency incident 7 root cause and mitigation timeline", "title": "Latency Incident Brief 2897"}, {"id": "xt2897", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2897"}]}, "instruction": "Search docs for 'latency incident 7' and inspect top results.", "seed": 44897, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2897", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_0.txt": "seed 2898"}}, "instruction": "Create file /reports/rollup_train_2898.txt with content 'entry-train-2898-715'.", "seed": 44898, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_2898.txt"}, {"key": "/reports/rollup_train_2898.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2898-715"}], "task_id": "train_files_2898", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 44899, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2899", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3677}}}], "gold_summary": null, "initial_state": {"accounts": {"at2900": {"id": "at2900", "status": "active", "tier": "basic"}, "bt2900": {"id": "bt2900", "status": "active", "tier": "basic"}}}, "instruction": "Add customer account nt2900.", "seed": 44900, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2900"}, {"op": "equals", "path": "accounts.nt2900.status", "value": "active"}], "task_id": "train_crud_2900", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2901", "text": "onboarding incident 11 root cause and mitigation timeline", "title": "Onboarding Incident Brief 2901"}, {"id": "xt2901", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2901"}]}, "instruction": "Run document search with query 'onboarding incident 11'.", "seed": 44901, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2901", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_4.txt": "seed 2902"}}, "instruction": "Store the text 'entry-train-2902-137' at /exports/status_train_2902.md.", "seed": 44902, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_2902.md"}, {"key": "/exports/status_train_2902.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2902-137"}], "task_id": "train_files_2902", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 44903, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2903", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2904": {"id": "at2904", "status": "active", "tier": "basic"}, "bt2904": {"id": "bt2904", "status": "active", "tier": "premium"}}}, "instruction": "Deactivate user account at2904; use reason duplicate_account.", "seed": 44904, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2904.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2904.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_2904", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2905", "text": "latency incident 15 root cause and mitigation timeline", "title": "Latency Incident Brief 2905"}, {"id": "xt2905", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2905"}]}, "instruction": "Search docs for 'latency incident 15' and inspect top results.", "seed": 44905, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2905", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3683}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 2906"}}, "instruction": "Write 'entry-train-2906-727' to /notes/runbook_train_2906.md.", "seed": 44906, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_2906.md"}, {"key": "/notes/runbook_train_2906.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2906-727"}], "task_id": "train_files_2906", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 44907, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2907", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2908": {"id": "at2908", "status": "active", "tier": "basic"}, "bt2908": {"id": "bt2908", "status": "active", "tier": "basic"}}}, "instruction": "Update account at2908 so tier is premium.", "seed": 44908, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2908.tier", "value": "premium"}], "task_id": "train_crud_2908", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2909", "text": "billing incident 2 root cause and mitigation timeline", "title": "Billing Incident Brief 2909"}, {"id": "xt2909", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2909"}]}, "instruction": "Search docs for 'billing incident 2' and inspect top results.", "seed": 44909, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2909", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_5.txt": "seed 2910"}}, "instruction": "Create file /reports/runbook_train_2910.log with content 'entry-train-2910-841'.", "seed": 44910, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_2910.log"}, {"key": "/reports/runbook_train_2910.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2910-841"}], "task_id": "train_files_2910", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 44911, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2911", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3689}}}], "gold_summary": null, "initial_state": {"accounts": {"at2912": {"id": "at2912", "status": "active", "tier": "premium"}, "bt2912": {"id": "bt2912", "status": "active", "tier": "basic"}}}, "instruction": "Add customer account nt2912.", "seed": 44912, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2912"}, {"op": "equals", "path": "accounts.nt2912.status", "value": "active"}], "task_id": "train_crud_2912", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2913", "text": "billing incident 6 root cause and mitigation timeline", "title": "Billing Incident Brief 2913"}, {"id": "xt2913", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2913"}]}, "instruction": "Search docs for 'billing incident 6' and inspect top results.", "seed": 44913, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2913", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_2.txt": "seed 2914"}}, "instruction": "Create file /reports/summary_train_2914.md with content 'entry-train-2914-176'.", "seed": 44914, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_2914.md"}, {"key": "/reports/summary_train_2914.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2914-176"}], "task_id": "train_files_2914", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 44915, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2915", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2916": {"id": "at2916", "status": "active", "tier": "plus"}, "bt2916": {"id": "bt2916", "status": "active", "tier": "enterprise"}}}, "instruction": "Close account at2916 and mark the reason as user_request.", "seed": 44916, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2916.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2916.closed_reason", "value": "user_request"}], "task_id": "train_crud_2916", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2917", "text": "latency incident 10 root cause and mitigation timeline", "title": "Latency Incident Brief 2917"}, {"id": "xt2917", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2917"}]}, "instruction": "Find relevant docs for 'latency incident 10'.", "seed": 44917, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2917", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3695}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_6.txt": "seed 2918"}}, "instruction": "Store the text 'entry-train-2918-225' at /snapshots/rollup_train_2918.log.", "seed": 44918, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_2918.log"}, {"key": "/snapshots/rollup_train_2918.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2918-225"}], "task_id": "train_files_2918", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 44919, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2919", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2920": {"id": "at2920", "status": "active", "tier": "enterprise"}, "bt2920": {"id": "bt2920", "status": "active", "tier": "premium"}}}, "instruction": "Patch account at2920 with tier=plus.", "seed": 44920, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2920.tier", "value": "plus"}], "task_id": "train_crud_2920", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2921", "text": "security incident 14 root cause and mitigation timeline", "title": "Security Incident Brief 2921"}, {"id": "xt2921", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2921"}]}, "instruction": "Run document search with query 'security incident 14'.", "seed": 44921, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2921", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 2922"}}, "instruction": "Write 'entry-train-2922-671' to /exports/summary_train_2922.md.", "seed": 44922, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_2922.md"}, {"key": "/exports/summary_train_2922.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2922-671"}], "task_id": "train_files_2922", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 44923, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2923", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3701}}}], "gold_summary": null, "initial_state": {"accounts": {"at2924": {"id": "at2924", "status": "active", "tier": "basic"}, "bt2924": {"id": "bt2924", "status": "active", "tier": "basic"}}}, "instruction": "Add customer account nt2924.", "seed": 44924, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2924"}, {"op": "equals", "path": "accounts.nt2924.status", "value": "active"}], "task_id": "train_crud_2924", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2925", "text": "security incident 1 root cause and mitigation timeline", "title": "Security Incident Brief 2925"}, {"id": "xt2925", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2925"}]}, "instruction": "Run document search with query 'security incident 1'.", "seed": 44925, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2925", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_0.txt": "seed 2926"}}, "instruction": "Write 'entry-train-2926-448' to /drafts/rollup_train_2926.txt.", "seed": 44926, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_2926.txt"}, {"key": "/drafts/rollup_train_2926.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2926-448"}], "task_id": "train_files_2926", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 44927, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2927", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2928": {"id": "at2928", "status": "active", "tier": "basic"}, "bt2928": {"id": "bt2928", "status": "active", "tier": "plus"}}}, "instruction": "Deactivate user account at2928; use reason duplicate_account.", "seed": 44928, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2928.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2928.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_2928", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2929", "text": "compliance incident 5 root cause and mitigation timeline", "title": "Compliance Incident Brief 2929"}, {"id": "xt2929", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2929"}]}, "instruction": "Find relevant docs for 'compliance incident 5'.", "seed": 44929, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2929", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3707}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_4.txt": "seed 2930"}}, "instruction": "Create file /drafts/rollup_train_2930.txt with content 'entry-train-2930-170'.", "seed": 44930, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_2930.txt"}, {"key": "/drafts/rollup_train_2930.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2930-170"}], "task_id": "train_files_2930", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 44931, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2931", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2932": {"id": "at2932", "status": "active", "tier": "basic"}, "bt2932": {"id": "bt2932", "status": "active", "tier": "enterprise"}}}, "instruction": "Update account at2932 so tier is plus.", "seed": 44932, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2932.tier", "value": "plus"}], "task_id": "train_crud_2932", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2933", "text": "security incident 9 root cause and mitigation timeline", "title": "Security Incident Brief 2933"}, {"id": "xt2933", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2933"}]}, "instruction": "Run document search with query 'security incident 9'.", "seed": 44933, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2933", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_1.txt": "seed 2934"}}, "instruction": "Store the text 'entry-train-2934-587' at /drafts/runbook_train_2934.txt.", "seed": 44934, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_train_2934.txt"}, {"key": "/drafts/runbook_train_2934.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2934-587"}], "task_id": "train_files_2934", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 44935, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2935", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3713}}}], "gold_summary": null, "initial_state": {"accounts": {"at2936": {"id": "at2936", "status": "active", "tier": "basic"}, "bt2936": {"id": "bt2936", "status": "active", "tier": "basic"}}}, "instruction": "Register account nt2936 with active status.", "seed": 44936, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2936"}, {"op": "equals", "path": "accounts.nt2936.status", "value": "active"}], "task_id": "train_crud_2936", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2937", "text": "compliance incident 13 root cause and mitigation timeline", "title": "Compliance Incident Brief 2937"}, {"id": "xt2937", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2937"}]}, "instruction": "Search docs for 'compliance incident 13' and inspect top results.", "seed": 44937, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2937", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_5.txt": "seed 2938"}}, "instruction": "Create file /snapshots/delta_train_2938.md with content 'entry-train-2938-620'.", "seed": 44938, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/delta_train_2938.md"}, {"key": "/snapshots/delta_train_2938.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2938-620"}], "task_id": "train_files_2938", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 44939, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2939", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2940": {"id": "at2940", "status": "active", "tier": "basic"}, "bt2940": {"id": "bt2940", "status": "active", "tier": "enterprise"}}}, "instruction": "Close account at2940 and mark the reason as compliance.", "seed": 44940, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2940.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2940.closed_reason", "value": "compliance"}], "task_id": "train_crud_2940", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2941", "text": "latency incident 0 root cause and mitigation timeline", "title": "Latency Incident Brief 2941"}, {"id": "xt2941", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2941"}]}, "instruction": "Run document search with query 'latency incident 0'.", "seed": 44941, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2941", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3719}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_2.txt": "seed 2942"}}, "instruction": "Store the text 'entry-train-2942-642' at /drafts/delta_train_2942.md.", "seed": 44942, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_train_2942.md"}, {"key": "/drafts/delta_train_2942.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2942-642"}], "task_id": "train_files_2942", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 44943, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2943", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2944": {"id": "at2944", "status": "active", "tier": "basic"}, "bt2944": {"id": "bt2944", "status": "active", "tier": "plus"}}}, "instruction": "Update account at2944 so tier is enterprise.", "seed": 44944, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2944.tier", "value": "enterprise"}], "task_id": "train_crud_2944", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2945", "text": "billing incident 4 root cause and mitigation timeline", "title": "Billing Incident Brief 2945"}, {"id": "xt2945", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2945"}]}, "instruction": "Search docs for 'billing incident 4' and inspect top results.", "seed": 44945, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2945", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_6.txt": "seed 2946"}}, "instruction": "Store the text 'entry-train-2946-167' at /notes/runbook_train_2946.txt.", "seed": 44946, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_2946.txt"}, {"key": "/notes/runbook_train_2946.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2946-167"}], "task_id": "train_files_2946", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 44947, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2947", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3725}}}], "gold_summary": null, "initial_state": {"accounts": {"at2948": {"id": "at2948", "status": "active", "tier": "enterprise"}, "bt2948": {"id": "bt2948", "status": "active", "tier": "enterprise"}}}, "instruction": "Create a new account with id nt2948.", "seed": 44948, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2948"}, {"op": "equals", "path": "accounts.nt2948.status", "value": "active"}], "task_id": "train_crud_2948", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2949", "text": "security incident 8 root cause and mitigation timeline", "title": "Security Incident Brief 2949"}, {"id": "xt2949", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2949"}]}, "instruction": "Run document search with query 'security incident 8'.", "seed": 44949, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2949", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_3.txt": "seed 2950"}}, "instruction": "Store the text 'entry-train-2950-455' at /drafts/status_train_2950.txt.", "seed": 44950, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/status_train_2950.txt"}, {"key": "/drafts/status_train_2950.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2950-455"}], "task_id": "train_files_2950", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 44951, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2951", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2952": {"id": "at2952", "status": "active", "tier": "plus"}, "bt2952": {"id": "bt2952", "status": "active", "tier": "enterprise"}}}, "instruction": "Archive account at2952 by closing it with reason duplicate_account.", "seed": 44952, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2952.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2952.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_2952", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2953", "text": "security incident 12 root cause and mitigation timeline", "title": "Security Incident Brief 2953"}, {"id": "xt2953", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2953"}]}, "instruction": "Run document search with query 'security incident 12'.", "seed": 44953, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2953", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3731}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_0.txt": "seed 2954"}}, "instruction": "Create file /reports/status_train_2954.txt with content 'entry-train-2954-440'.", "seed": 44954, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/status_train_2954.txt"}, {"key": "/reports/status_train_2954.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2954-440"}], "task_id": "train_files_2954", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 44955, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2955", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2956": {"id": "at2956", "status": "active", "tier": "premium"}, "bt2956": {"id": "bt2956", "status": "active", "tier": "plus"}}}, "instruction": "Set the subscription tier for at2956 to basic.", "seed": 44956, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2956.tier", "value": "basic"}], "task_id": "train_crud_2956", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2957", "text": "security incident 16 root cause and mitigation timeline", "title": "Security Incident Brief 2957"}, {"id": "xt2957", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2957"}]}, "instruction": "Find relevant docs for 'security incident 16'.", "seed": 44957, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2957", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_4.txt": "seed 2958"}}, "instruction": "Create file /exports/rollup_train_2958.log with content 'entry-train-2958-101'.", "seed": 44958, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_2958.log"}, {"key": "/exports/rollup_train_2958.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2958-101"}], "task_id": "train_files_2958", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 44959, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2959", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3737}}}], "gold_summary": null, "initial_state": {"accounts": {"at2960": {"id": "at2960", "status": "active", "tier": "basic"}, "bt2960": {"id": "bt2960", "status": "active", "tier": "premium"}}}, "instruction": "Create a new account with id nt2960.", "seed": 44960, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2960"}, {"op": "equals", "path": "accounts.nt2960.status", "value": "active"}], "task_id": "train_crud_2960", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2961", "text": "onboarding incident 3 root cause and mitigation timeline", "title": "Onboarding Incident Brief 2961"}, {"id": "xt2961", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2961"}]}, "instruction": "Search docs for 'onboarding incident 3' and inspect top results.", "seed": 44961, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2961", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_1.txt": "seed 2962"}}, "instruction": "Store the text 'entry-train-2962-411' at /drafts/summary_train_2962.txt.", "seed": 44962, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_2962.txt"}, {"key": "/drafts/summary_train_2962.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2962-411"}], "task_id": "train_files_2962", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 44963, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2963", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2964": {"id": "at2964", "status": "active", "tier": "premium"}, "bt2964": {"id": "bt2964", "status": "active", "tier": "enterprise"}}}, "instruction": "Deactivate user account at2964; use reason duplicate_account.", "seed": 44964, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2964.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2964.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_2964", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2965", "text": "compliance incident 7 root cause and mitigation timeline", "title": "Compliance Incident Brief 2965"}, {"id": "xt2965", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2965"}]}, "instruction": "Run document search with query 'compliance incident 7'.", "seed": 44965, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2965", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3743}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_5.txt": "seed 2966"}}, "instruction": "Store the text 'entry-train-2966-893' at /exports/runbook_train_2966.log.", "seed": 44966, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_2966.log"}, {"key": "/exports/runbook_train_2966.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2966-893"}], "task_id": "train_files_2966", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 44967, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2967", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2968": {"id": "at2968", "status": "active", "tier": "basic"}, "bt2968": {"id": "bt2968", "status": "active", "tier": "enterprise"}}}, "instruction": "Update account at2968 so tier is plus.", "seed": 44968, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2968.tier", "value": "plus"}], "task_id": "train_crud_2968", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2969", "text": "latency incident 11 root cause and mitigation timeline", "title": "Latency Incident Brief 2969"}, {"id": "xt2969", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2969"}]}, "instruction": "Search docs for 'latency incident 11' and inspect top results.", "seed": 44969, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2969", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_2.txt": "seed 2970"}}, "instruction": "Create file /drafts/delta_train_2970.log with content 'entry-train-2970-812'.", "seed": 44970, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_train_2970.log"}, {"key": "/drafts/delta_train_2970.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2970-812"}], "task_id": "train_files_2970", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 44971, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2971", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3749}}}], "gold_summary": null, "initial_state": {"accounts": {"at2972": {"id": "at2972", "status": "active", "tier": "enterprise"}, "bt2972": {"id": "bt2972", "status": "active", "tier": "basic"}}}, "instruction": "Register account nt2972 with active status.", "seed": 44972, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2972"}, {"op": "equals", "path": "accounts.nt2972.status", "value": "active"}], "task_id": "train_crud_2972", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2973", "text": "retention incident 15 root cause and mitigation timeline", "title": "Retention Incident Brief 2973"}, {"id": "xt2973", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2973"}]}, "instruction": "Run document search with query 'retention incident 15'.", "seed": 44973, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2973", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_6.txt": "seed 2974"}}, "instruction": "Create file /notes/status_train_2974.md with content 'entry-train-2974-795'.", "seed": 44974, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_train_2974.md"}, {"key": "/notes/status_train_2974.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2974-795"}], "task_id": "train_files_2974", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 44975, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2975", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2976": {"id": "at2976", "status": "active", "tier": "premium"}, "bt2976": {"id": "bt2976", "status": "active", "tier": "basic"}}}, "instruction": "Archive account at2976 by closing it with reason duplicate_account.", "seed": 44976, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2976.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2976.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_2976", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2977", "text": "billing incident 2 root cause and mitigation timeline", "title": "Billing Incident Brief 2977"}, {"id": "xt2977", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2977"}]}, "instruction": "Run document search with query 'billing incident 2'.", "seed": 44977, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2977", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3755}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_3.txt": "seed 2978"}}, "instruction": "Write 'entry-train-2978-212' to /notes/runbook_train_2978.md.", "seed": 44978, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_2978.md"}, {"key": "/notes/runbook_train_2978.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2978-212"}], "task_id": "train_files_2978", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 44979, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2979", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2980": {"id": "at2980", "status": "active", "tier": "plus"}, "bt2980": {"id": "bt2980", "status": "active", "tier": "premium"}}}, "instruction": "Patch account at2980 with tier=enterprise.", "seed": 44980, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2980.tier", "value": "enterprise"}], "task_id": "train_crud_2980", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2981", "text": "latency incident 6 root cause and mitigation timeline", "title": "Latency Incident Brief 2981"}, {"id": "xt2981", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2981"}]}, "instruction": "Run document search with query 'latency incident 6'.", "seed": 44981, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2981", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_0.txt": "seed 2982"}}, "instruction": "Write 'entry-train-2982-564' to /reports/runbook_train_2982.txt.", "seed": 44982, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_2982.txt"}, {"key": "/reports/runbook_train_2982.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-2982-564"}], "task_id": "train_files_2982", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 44983, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2983", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3761}}}], "gold_summary": null, "initial_state": {"accounts": {"at2984": {"id": "at2984", "status": "active", "tier": "basic"}, "bt2984": {"id": "bt2984", "status": "active", "tier": "premium"}}}, "instruction": "Create a new account with id nt2984.", "seed": 44984, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2984"}, {"op": "equals", "path": "accounts.nt2984.status", "value": "active"}], "task_id": "train_crud_2984", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2985", "text": "compliance incident 10 root cause and mitigation timeline", "title": "Compliance Incident Brief 2985"}, {"id": "xt2985", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2985"}]}, "instruction": "Find relevant docs for 'compliance incident 10'.", "seed": 44985, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2985", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_4.txt": "seed 2986"}}, "instruction": "Create file /reports/summary_train_2986.md with content 'entry-train-2986-241'.", "seed": 44986, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_2986.md"}, {"key": "/reports/summary_train_2986.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2986-241"}], "task_id": "train_files_2986", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 44987, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2987", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at2988": {"id": "at2988", "status": "active", "tier": "premium"}, "bt2988": {"id": "bt2988", "status": "active", "tier": "plus"}}}, "instruction": "Archive account at2988 by closing it with reason compliance.", "seed": 44988, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2988.status", "value": "closed"}, {"op": "equals", "path": "accounts.at2988.closed_reason", "value": "compliance"}], "task_id": "train_crud_2988", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2989", "text": "billing incident 14 root cause and mitigation timeline", "title": "Billing Incident Brief 2989"}, {"id": "xt2989", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2989"}]}, "instruction": "Search docs for 'billing incident 14' and inspect top results.", "seed": 44989, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2989", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3767}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_1.txt": "seed 2990"}}, "instruction": "Store the text 'entry-train-2990-354' at /reports/rollup_train_2990.md.", "seed": 44990, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_2990.md"}, {"key": "/reports/rollup_train_2990.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2990-354"}], "task_id": "train_files_2990", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 44991, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2991", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at2992": {"id": "at2992", "status": "active", "tier": "premium"}, "bt2992": {"id": "bt2992", "status": "active", "tier": "premium"}}}, "instruction": "Update account at2992 so tier is plus.", "seed": 44992, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at2992.tier", "value": "plus"}], "task_id": "train_crud_2992", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2993", "text": "retention incident 1 root cause and mitigation timeline", "title": "Retention Incident Brief 2993"}, {"id": "xt2993", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2993"}]}, "instruction": "Find relevant docs for 'retention incident 1'.", "seed": 44993, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2993", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_5.txt": "seed 2994"}}, "instruction": "Create file /drafts/status_train_2994.md with content 'entry-train-2994-238'.", "seed": 44994, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/status_train_2994.md"}, {"key": "/drafts/status_train_2994.md", "op": "map_value_equals", "path": "files", "value": "entry-train-2994-238"}], "task_id": "train_files_2994", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 44995, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_2995", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3773}}}], "gold_summary": null, "initial_state": {"accounts": {"at2996": {"id": "at2996", "status": "active", "tier": "basic"}, "bt2996": {"id": "bt2996", "status": "active", "tier": "enterprise"}}}, "instruction": "Add customer account nt2996.", "seed": 44996, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt2996"}, {"op": "equals", "path": "accounts.nt2996.status", "value": "active"}], "task_id": "train_crud_2996", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt2997", "text": "security incident 5 root cause and mitigation timeline", "title": "Security Incident Brief 2997"}, {"id": "xt2997", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 2997"}]}, "instruction": "Run document search with query 'security incident 5'.", "seed": 44997, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_2997", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_2.txt": "seed 2998"}}, "instruction": "Store the text 'entry-train-2998-552' at /reports/status_train_2998.log.", "seed": 44998, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/status_train_2998.log"}, {"key": "/reports/status_train_2998.log", "op": "map_value_equals", "path": "files", "value": "entry-train-2998-552"}], "task_id": "train_files_2998", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3000": {"id": "at3000", "status": "active", "tier": "enterprise"}, "bt3000": {"id": "bt3000", "status": "active", "tier": "enterprise"}}}, "instruction": "Deactivate user account at3000; use reason compliance.", "seed": 45000, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3000.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3000.closed_reason", "value": "compliance"}], "task_id": "train_crud_3000", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3001", "text": "billing incident 9 root cause and mitigation timeline", "title": "Billing Incident Brief 3001"}, {"id": "xt3001", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3001"}]}, "instruction": "Search docs for 'billing incident 9' and inspect top results.", "seed": 45001, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3001", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3779}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_6.txt": "seed 3002"}}, "instruction": "Create file /snapshots/summary_train_3002.txt with content 'entry-train-3002-729'.", "seed": 45002, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/summary_train_3002.txt"}, {"key": "/snapshots/summary_train_3002.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3002-729"}], "task_id": "train_files_3002", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 45003, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3003", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3004": {"id": "at3004", "status": "active", "tier": "plus"}, "bt3004": {"id": "bt3004", "status": "active", "tier": "premium"}}}, "instruction": "Update account at3004 so tier is enterprise.", "seed": 45004, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3004.tier", "value": "enterprise"}], "task_id": "train_crud_3004", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3005", "text": "security incident 13 root cause and mitigation timeline", "title": "Security Incident Brief 3005"}, {"id": "xt3005", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3005"}]}, "instruction": "Find relevant docs for 'security incident 13'.", "seed": 45005, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3005", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_3.txt": "seed 3006"}}, "instruction": "Write 'entry-train-3006-571' to /reports/rollup_train_3006.log.", "seed": 45006, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_3006.log"}, {"key": "/reports/rollup_train_3006.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3006-571"}], "task_id": "train_files_3006", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 45007, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3007", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3785}}}], "gold_summary": null, "initial_state": {"accounts": {"at3008": {"id": "at3008", "status": "active", "tier": "basic"}, "bt3008": {"id": "bt3008", "status": "active", "tier": "basic"}}}, "instruction": "Register account nt3008 with active status.", "seed": 45008, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3008"}, {"op": "equals", "path": "accounts.nt3008.status", "value": "active"}], "task_id": "train_crud_3008", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3009", "text": "onboarding incident 0 root cause and mitigation timeline", "title": "Onboarding Incident Brief 3009"}, {"id": "xt3009", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3009"}]}, "instruction": "Find relevant docs for 'onboarding incident 0'.", "seed": 45009, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3009", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_0.txt": "seed 3010"}}, "instruction": "Store the text 'entry-train-3010-858' at /exports/summary_train_3010.txt.", "seed": 45010, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_3010.txt"}, {"key": "/exports/summary_train_3010.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3010-858"}], "task_id": "train_files_3010", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 45011, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3011", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3012": {"id": "at3012", "status": "active", "tier": "enterprise"}, "bt3012": {"id": "bt3012", "status": "active", "tier": "plus"}}}, "instruction": "Deactivate user account at3012; use reason risk_review.", "seed": 45012, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3012.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3012.closed_reason", "value": "risk_review"}], "task_id": "train_crud_3012", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3013", "text": "retention incident 4 root cause and mitigation timeline", "title": "Retention Incident Brief 3013"}, {"id": "xt3013", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3013"}]}, "instruction": "Find relevant docs for 'retention incident 4'.", "seed": 45013, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3013", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3791}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_4.txt": "seed 3014"}}, "instruction": "Write 'entry-train-3014-804' to /reports/rollup_train_3014.log.", "seed": 45014, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_3014.log"}, {"key": "/reports/rollup_train_3014.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3014-804"}], "task_id": "train_files_3014", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 45015, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3015", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3016": {"id": "at3016", "status": "active", "tier": "basic"}, "bt3016": {"id": "bt3016", "status": "active", "tier": "basic"}}}, "instruction": "Update account at3016 so tier is enterprise.", "seed": 45016, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3016.tier", "value": "enterprise"}], "task_id": "train_crud_3016", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3017", "text": "billing incident 8 root cause and mitigation timeline", "title": "Billing Incident Brief 3017"}, {"id": "xt3017", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3017"}]}, "instruction": "Search docs for 'billing incident 8' and inspect top results.", "seed": 45017, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3017", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 3018"}}, "instruction": "Write 'entry-train-3018-156' to /notes/rollup_train_3018.md.", "seed": 45018, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_3018.md"}, {"key": "/notes/rollup_train_3018.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3018-156"}], "task_id": "train_files_3018", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3797}}}], "gold_summary": null, "initial_state": {"accounts": {"at3020": {"id": "at3020", "status": "active", "tier": "plus"}, "bt3020": {"id": "bt3020", "status": "active", "tier": "premium"}}}, "instruction": "Add customer account nt3020.", "seed": 45020, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3020"}, {"op": "equals", "path": "accounts.nt3020.status", "value": "active"}], "task_id": "train_crud_3020", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3021", "text": "retention incident 12 root cause and mitigation timeline", "title": "Retention Incident Brief 3021"}, {"id": "xt3021", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3021"}]}, "instruction": "Find relevant docs for 'retention incident 12'.", "seed": 45021, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3021", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_5.txt": "seed 3022"}}, "instruction": "Store the text 'entry-train-3022-249' at /notes/summary_train_3022.md.", "seed": 45022, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_3022.md"}, {"key": "/notes/summary_train_3022.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3022-249"}], "task_id": "train_files_3022", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 45023, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3023", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3024": {"id": "at3024", "status": "active", "tier": "plus"}, "bt3024": {"id": "bt3024", "status": "active", "tier": "enterprise"}}}, "instruction": "Deactivate user account at3024; use reason duplicate_account.", "seed": 45024, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3024.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3024.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_3024", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3025", "text": "retention incident 16 root cause and mitigation timeline", "title": "Retention Incident Brief 3025"}, {"id": "xt3025", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3025"}]}, "instruction": "Find relevant docs for 'retention incident 16'.", "seed": 45025, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3025", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3803}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_2.txt": "seed 3026"}}, "instruction": "Create file /snapshots/runbook_train_3026.log with content 'entry-train-3026-381'.", "seed": 45026, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/runbook_train_3026.log"}, {"key": "/snapshots/runbook_train_3026.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3026-381"}], "task_id": "train_files_3026", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 45027, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3027", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3028": {"id": "at3028", "status": "active", "tier": "enterprise"}, "bt3028": {"id": "bt3028", "status": "active", "tier": "basic"}}}, "instruction": "Set the subscription tier for at3028 to basic.", "seed": 45028, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3028.tier", "value": "basic"}], "task_id": "train_crud_3028", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3029", "text": "billing incident 3 root cause and mitigation timeline", "title": "Billing Incident Brief 3029"}, {"id": "xt3029", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3029"}]}, "instruction": "Run document search with query 'billing incident 3'.", "seed": 45029, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3029", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3809}}}], "gold_summary": null, "initial_state": {"accounts": {"at3032": {"id": "at3032", "status": "active", "tier": "plus"}, "bt3032": {"id": "bt3032", "status": "active", "tier": "enterprise"}}}, "instruction": "Register account nt3032 with active status.", "seed": 45032, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3032"}, {"op": "equals", "path": "accounts.nt3032.status", "value": "active"}], "task_id": "train_crud_3032", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 45035, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3035", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3036": {"id": "at3036", "status": "active", "tier": "plus"}, "bt3036": {"id": "bt3036", "status": "active", "tier": "premium"}}}, "instruction": "Archive account at3036 by closing it with reason compliance.", "seed": 45036, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3036.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3036.closed_reason", "value": "compliance"}], "task_id": "train_crud_3036", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3037", "text": "security incident 11 root cause and mitigation timeline", "title": "Security Incident Brief 3037"}, {"id": "xt3037", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3037"}]}, "instruction": "Find relevant docs for 'security incident 11'.", "seed": 45037, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3037", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3815}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_0.txt": "seed 3038"}}, "instruction": "Store the text 'entry-train-3038-959' at /exports/rollup_train_3038.txt.", "seed": 45038, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_3038.txt"}, {"key": "/exports/rollup_train_3038.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3038-959"}], "task_id": "train_files_3038", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 45039, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3039", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3040": {"id": "at3040", "status": "active", "tier": "plus"}, "bt3040": {"id": "bt3040", "status": "active", "tier": "premium"}}}, "instruction": "Update account at3040 so tier is enterprise.", "seed": 45040, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3040.tier", "value": "enterprise"}], "task_id": "train_crud_3040", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3041", "text": "onboarding incident 15 root cause and mitigation timeline", "title": "Onboarding Incident Brief 3041"}, {"id": "xt3041", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3041"}]}, "instruction": "Run document search with query 'onboarding incident 15'.", "seed": 45041, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3041", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_4.txt": "seed 3042"}}, "instruction": "Write 'entry-train-3042-169' to /notes/delta_train_3042.md.", "seed": 45042, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_train_3042.md"}, {"key": "/notes/delta_train_3042.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3042-169"}], "task_id": "train_files_3042", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 45043, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3043", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3821}}}], "gold_summary": null, "initial_state": {"accounts": {"at3044": {"id": "at3044", "status": "active", "tier": "basic"}, "bt3044": {"id": "bt3044", "status": "active", "tier": "enterprise"}}}, "instruction": "Register account nt3044 with active status.", "seed": 45044, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3044"}, {"op": "equals", "path": "accounts.nt3044.status", "value": "active"}], "task_id": "train_crud_3044", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3045", "text": "security incident 2 root cause and mitigation timeline", "title": "Security Incident Brief 3045"}, {"id": "xt3045", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3045"}]}, "instruction": "Search docs for 'security incident 2' and inspect top results.", "seed": 45045, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3045", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_1.txt": "seed 3046"}}, "instruction": "Write 'entry-train-3046-165' to /drafts/rollup_train_3046.md.", "seed": 45046, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_3046.md"}, {"key": "/drafts/rollup_train_3046.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3046-165"}], "task_id": "train_files_3046", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 45047, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3047", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3048": {"id": "at3048", "status": "active", "tier": "premium"}, "bt3048": {"id": "bt3048", "status": "active", "tier": "basic"}}}, "instruction": "Deactivate user account at3048; use reason risk_review.", "seed": 45048, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3048.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3048.closed_reason", "value": "risk_review"}], "task_id": "train_crud_3048", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3049", "text": "billing incident 6 root cause and mitigation timeline", "title": "Billing Incident Brief 3049"}, {"id": "xt3049", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3049"}]}, "instruction": "Run document search with query 'billing incident 6'.", "seed": 45049, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3049", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3827}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_5.txt": "seed 3050"}}, "instruction": "Write 'entry-train-3050-304' to /drafts/delta_train_3050.log.", "seed": 45050, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_train_3050.log"}, {"key": "/drafts/delta_train_3050.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3050-304"}], "task_id": "train_files_3050", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 45051, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3051", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3052": {"id": "at3052", "status": "active", "tier": "premium"}, "bt3052": {"id": "bt3052", "status": "active", "tier": "plus"}}}, "instruction": "Patch account at3052 with tier=basic.", "seed": 45052, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3052.tier", "value": "basic"}], "task_id": "train_crud_3052", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3053", "text": "compliance incident 10 root cause and mitigation timeline", "title": "Compliance Incident Brief 3053"}, {"id": "xt3053", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3053"}]}, "instruction": "Search docs for 'compliance incident 10' and inspect top results.", "seed": 45053, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3053", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_2.txt": "seed 3054"}}, "instruction": "Store the text 'entry-train-3054-744' at /reports/delta_train_3054.txt.", "seed": 45054, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/delta_train_3054.txt"}, {"key": "/reports/delta_train_3054.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3054-744"}], "task_id": "train_files_3054", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 45055, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3055", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3833}}}], "gold_summary": null, "initial_state": {"accounts": {"at3056": {"id": "at3056", "status": "active", "tier": "basic"}, "bt3056": {"id": "bt3056", "status": "active", "tier": "enterprise"}}}, "instruction": "Add customer account nt3056.", "seed": 45056, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3056"}, {"op": "equals", "path": "accounts.nt3056.status", "value": "active"}], "task_id": "train_crud_3056", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3057", "text": "onboarding incident 14 root cause and mitigation timeline", "title": "Onboarding Incident Brief 3057"}, {"id": "xt3057", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3057"}]}, "instruction": "Run document search with query 'onboarding incident 14'.", "seed": 45057, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3057", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_6.txt": "seed 3058"}}, "instruction": "Write 'entry-train-3058-294' to /drafts/delta_train_3058.md.", "seed": 45058, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_train_3058.md"}, {"key": "/drafts/delta_train_3058.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3058-294"}], "task_id": "train_files_3058", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 45059, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3059", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3060": {"id": "at3060", "status": "active", "tier": "plus"}, "bt3060": {"id": "bt3060", "status": "active", "tier": "enterprise"}}}, "instruction": "Archive account at3060 by closing it with reason compliance.", "seed": 45060, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3060.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3060.closed_reason", "value": "compliance"}], "task_id": "train_crud_3060", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3061", "text": "compliance incident 1 root cause and mitigation timeline", "title": "Compliance Incident Brief 3061"}, {"id": "xt3061", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3061"}]}, "instruction": "Find relevant docs for 'compliance incident 1'.", "seed": 45061, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3061", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3839}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_3.txt": "seed 3062"}}, "instruction": "Write 'entry-train-3062-405' to /reports/status_train_3062.log.", "seed": 45062, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/status_train_3062.log"}, {"key": "/reports/status_train_3062.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3062-405"}], "task_id": "train_files_3062", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 45063, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3063", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3064": {"id": "at3064", "status": "active", "tier": "premium"}, "bt3064": {"id": "bt3064", "status": "active", "tier": "plus"}}}, "instruction": "Set the subscription tier for at3064 to basic.", "seed": 45064, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3064.tier", "value": "basic"}], "task_id": "train_crud_3064", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3065", "text": "compliance incident 5 root cause and mitigation timeline", "title": "Compliance Incident Brief 3065"}, {"id": "xt3065", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3065"}]}, "instruction": "Search docs for 'compliance incident 5' and inspect top results.", "seed": 45065, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3065", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_0.txt": "seed 3066"}}, "instruction": "Store the text 'entry-train-3066-647' at /drafts/runbook_train_3066.txt.", "seed": 45066, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_train_3066.txt"}, {"key": "/drafts/runbook_train_3066.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3066-647"}], "task_id": "train_files_3066", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 45067, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3067", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3845}}}], "gold_summary": null, "initial_state": {"accounts": {"at3068": {"id": "at3068", "status": "active", "tier": "premium"}, "bt3068": {"id": "bt3068", "status": "active", "tier": "basic"}}}, "instruction": "Add customer account nt3068.", "seed": 45068, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3068"}, {"op": "equals", "path": "accounts.nt3068.status", "value": "active"}], "task_id": "train_crud_3068", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3069", "text": "retention incident 9 root cause and mitigation timeline", "title": "Retention Incident Brief 3069"}, {"id": "xt3069", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3069"}]}, "instruction": "Find relevant docs for 'retention incident 9'.", "seed": 45069, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3069", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_4.txt": "seed 3070"}}, "instruction": "Write 'entry-train-3070-130' to /snapshots/runbook_train_3070.log.", "seed": 45070, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/runbook_train_3070.log"}, {"key": "/snapshots/runbook_train_3070.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3070-130"}], "task_id": "train_files_3070", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 45071, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3071", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3072": {"id": "at3072", "status": "active", "tier": "basic"}, "bt3072": {"id": "bt3072", "status": "active", "tier": "plus"}}}, "instruction": "Archive account at3072 by closing it with reason duplicate_account.", "seed": 45072, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3072.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3072.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_3072", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3073", "text": "billing incident 13 root cause and mitigation timeline", "title": "Billing Incident Brief 3073"}, {"id": "xt3073", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3073"}]}, "instruction": "Run document search with query 'billing incident 13'.", "seed": 45073, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3073", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3851}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_1.txt": "seed 3074"}}, "instruction": "Write 'entry-train-3074-819' to /reports/delta_train_3074.log.", "seed": 45074, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/delta_train_3074.log"}, {"key": "/reports/delta_train_3074.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3074-819"}], "task_id": "train_files_3074", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 45075, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3075", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3076": {"id": "at3076", "status": "active", "tier": "basic"}, "bt3076": {"id": "bt3076", "status": "active", "tier": "enterprise"}}}, "instruction": "Update account at3076 so tier is enterprise.", "seed": 45076, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3076.tier", "value": "enterprise"}], "task_id": "train_crud_3076", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3077", "text": "retention incident 0 root cause and mitigation timeline", "title": "Retention Incident Brief 3077"}, {"id": "xt3077", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3077"}]}, "instruction": "Search docs for 'retention incident 0' and inspect top results.", "seed": 45077, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3077", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_5.txt": "seed 3078"}}, "instruction": "Store the text 'entry-train-3078-330' at /reports/rollup_train_3078.log.", "seed": 45078, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_3078.log"}, {"key": "/reports/rollup_train_3078.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3078-330"}], "task_id": "train_files_3078", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 45079, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3079", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3857}}}], "gold_summary": null, "initial_state": {"accounts": {"at3080": {"id": "at3080", "status": "active", "tier": "plus"}, "bt3080": {"id": "bt3080", "status": "active", "tier": "basic"}}}, "instruction": "Create a new account with id nt3080.", "seed": 45080, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3080"}, {"op": "equals", "path": "accounts.nt3080.status", "value": "active"}], "task_id": "train_crud_3080", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3081", "text": "security incident 4 root cause and mitigation timeline", "title": "Security Incident Brief 3081"}, {"id": "xt3081", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3081"}]}, "instruction": "Find relevant docs for 'security incident 4'.", "seed": 45081, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3081", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_2.txt": "seed 3082"}}, "instruction": "Write 'entry-train-3082-593' to /snapshots/summary_train_3082.log.", "seed": 45082, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/summary_train_3082.log"}, {"key": "/snapshots/summary_train_3082.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3082-593"}], "task_id": "train_files_3082", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 45083, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3083", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3084": {"id": "at3084", "status": "active", "tier": "enterprise"}, "bt3084": {"id": "bt3084", "status": "active", "tier": "plus"}}}, "instruction": "Deactivate user account at3084; use reason user_request.", "seed": 45084, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3084.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3084.closed_reason", "value": "user_request"}], "task_id": "train_crud_3084", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3085", "text": "billing incident 8 root cause and mitigation timeline", "title": "Billing Incident Brief 3085"}, {"id": "xt3085", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3085"}]}, "instruction": "Run document search with query 'billing incident 8'.", "seed": 45085, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3085", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3863}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_6.txt": "seed 3086"}}, "instruction": "Write 'entry-train-3086-547' to /exports/status_train_3086.md.", "seed": 45086, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_3086.md"}, {"key": "/exports/status_train_3086.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3086-547"}], "task_id": "train_files_3086", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 45087, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3087", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3105", "text": "billing incident 11 root cause and mitigation timeline", "title": "Billing Incident Brief 3105"}, {"id": "xt3105", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3105"}]}, "instruction": "Run document search with query 'billing incident 11'.", "seed": 45105, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3105", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_5.txt": "seed 3106"}}, "instruction": "Write 'entry-train-3106-947' to /notes/rollup_train_3106.md.", "seed": 45106, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_3106.md"}, {"key": "/notes/rollup_train_3106.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3106-947"}], "task_id": "train_files_3106", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 45107, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3107", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3108": {"id": "at3108", "status": "active", "tier": "basic"}, "bt3108": {"id": "bt3108", "status": "active", "tier": "enterprise"}}}, "instruction": "Close account at3108 and mark the reason as compliance.", "seed": 45108, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3108.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3108.closed_reason", "value": "compliance"}], "task_id": "train_crud_3108", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3109", "text": "security incident 15 root cause and mitigation timeline", "title": "Security Incident Brief 3109"}, {"id": "xt3109", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3109"}]}, "instruction": "Run document search with query 'security incident 15'.", "seed": 45109, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3109", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3887}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_2.txt": "seed 3110"}}, "instruction": "Store the text 'entry-train-3110-153' at /drafts/rollup_train_3110.log.", "seed": 45110, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_3110.log"}, {"key": "/drafts/rollup_train_3110.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3110-153"}], "task_id": "train_files_3110", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 45111, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3111", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3112": {"id": "at3112", "status": "active", "tier": "basic"}, "bt3112": {"id": "bt3112", "status": "active", "tier": "premium"}}}, "instruction": "Set the subscription tier for at3112 to enterprise.", "seed": 45112, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3112.tier", "value": "enterprise"}], "task_id": "train_crud_3112", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3113", "text": "billing incident 2 root cause and mitigation timeline", "title": "Billing Incident Brief 3113"}, {"id": "xt3113", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3113"}]}, "instruction": "Find relevant docs for 'billing incident 2'.", "seed": 45113, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3113", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_6.txt": "seed 3114"}}, "instruction": "Store the text 'entry-train-3114-901' at /notes/rollup_train_3114.md.", "seed": 45114, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_3114.md"}, {"key": "/notes/rollup_train_3114.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3114-901"}], "task_id": "train_files_3114", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3893}}}], "gold_summary": null, "initial_state": {"accounts": {"at3116": {"id": "at3116", "status": "active", "tier": "premium"}, "bt3116": {"id": "bt3116", "status": "active", "tier": "enterprise"}}}, "instruction": "Register account nt3116 with active status.", "seed": 45116, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3116"}, {"op": "equals", "path": "accounts.nt3116.status", "value": "active"}], "task_id": "train_crud_3116", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3120": {"id": "at3120", "status": "active", "tier": "premium"}, "bt3120": {"id": "bt3120", "status": "active", "tier": "plus"}}}, "instruction": "Deactivate user account at3120; use reason duplicate_account.", "seed": 45120, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3120.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3120.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_3120", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3121", "text": "onboarding incident 10 root cause and mitigation timeline", "title": "Onboarding Incident Brief 3121"}, {"id": "xt3121", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3121"}]}, "instruction": "Search docs for 'onboarding incident 10' and inspect top results.", "seed": 45121, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3121", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3899}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_0.txt": "seed 3122"}}, "instruction": "Store the text 'entry-train-3122-375' at /notes/runbook_train_3122.md.", "seed": 45122, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_3122.md"}, {"key": "/notes/runbook_train_3122.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3122-375"}], "task_id": "train_files_3122", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 45123, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3123", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3124": {"id": "at3124", "status": "active", "tier": "premium"}, "bt3124": {"id": "bt3124", "status": "active", "tier": "premium"}}}, "instruction": "Set the subscription tier for at3124 to enterprise.", "seed": 45124, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3124.tier", "value": "enterprise"}], "task_id": "train_crud_3124", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3125", "text": "compliance incident 14 root cause and mitigation timeline", "title": "Compliance Incident Brief 3125"}, {"id": "xt3125", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3125"}]}, "instruction": "Search docs for 'compliance incident 14' and inspect top results.", "seed": 45125, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3125", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_4.txt": "seed 3126"}}, "instruction": "Create file /snapshots/summary_train_3126.md with content 'entry-train-3126-137'.", "seed": 45126, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/summary_train_3126.md"}, {"key": "/snapshots/summary_train_3126.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3126-137"}], "task_id": "train_files_3126", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 45127, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3127", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3905}}}], "gold_summary": null, "initial_state": {"accounts": {"at3128": {"id": "at3128", "status": "active", "tier": "basic"}, "bt3128": {"id": "bt3128", "status": "active", "tier": "basic"}}}, "instruction": "Register account nt3128 with active status.", "seed": 45128, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3128"}, {"op": "equals", "path": "accounts.nt3128.status", "value": "active"}], "task_id": "train_crud_3128", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3129", "text": "onboarding incident 1 root cause and mitigation timeline", "title": "Onboarding Incident Brief 3129"}, {"id": "xt3129", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3129"}]}, "instruction": "Run document search with query 'onboarding incident 1'.", "seed": 45129, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3129", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_1.txt": "seed 3130"}}, "instruction": "Create file /reports/rollup_train_3130.txt with content 'entry-train-3130-364'.", "seed": 45130, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_3130.txt"}, {"key": "/reports/rollup_train_3130.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3130-364"}], "task_id": "train_files_3130", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 45131, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3131", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3132": {"id": "at3132", "status": "active", "tier": "plus"}, "bt3132": {"id": "bt3132", "status": "active", "tier": "basic"}}}, "instruction": "Close account at3132 and mark the reason as risk_review.", "seed": 45132, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3132.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3132.closed_reason", "value": "risk_review"}], "task_id": "train_crud_3132", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3133", "text": "retention incident 5 root cause and mitigation timeline", "title": "Retention Incident Brief 3133"}, {"id": "xt3133", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3133"}]}, "instruction": "Search docs for 'retention incident 5' and inspect top results.", "seed": 45133, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3133", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3911}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_5.txt": "seed 3134"}}, "instruction": "Write 'entry-train-3134-424' to /notes/rollup_train_3134.log.", "seed": 45134, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_3134.log"}, {"key": "/notes/rollup_train_3134.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3134-424"}], "task_id": "train_files_3134", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 45135, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3135", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3136": {"id": "at3136", "status": "active", "tier": "premium"}, "bt3136": {"id": "bt3136", "status": "active", "tier": "basic"}}}, "instruction": "Patch account at3136 with tier=plus.", "seed": 45136, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3136.tier", "value": "plus"}], "task_id": "train_crud_3136", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3137", "text": "onboarding incident 9 root cause and mitigation timeline", "title": "Onboarding Incident Brief 3137"}, {"id": "xt3137", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3137"}]}, "instruction": "Find relevant docs for 'onboarding incident 9'.", "seed": 45137, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3137", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_2.txt": "seed 3138"}}, "instruction": "Store the text 'entry-train-3138-179' at /drafts/runbook_train_3138.txt.", "seed": 45138, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_train_3138.txt"}, {"key": "/drafts/runbook_train_3138.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3138-179"}], "task_id": "train_files_3138", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 45139, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3139", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3917}}}], "gold_summary": null, "initial_state": {"accounts": {"at3140": {"id": "at3140", "status": "active", "tier": "plus"}, "bt3140": {"id": "bt3140", "status": "active", "tier": "premium"}}}, "instruction": "Add customer account nt3140.", "seed": 45140, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3140"}, {"op": "equals", "path": "accounts.nt3140.status", "value": "active"}], "task_id": "train_crud_3140", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3141", "text": "latency incident 13 root cause and mitigation timeline", "title": "Latency Incident Brief 3141"}, {"id": "xt3141", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3141"}]}, "instruction": "Search docs for 'latency incident 13' and inspect top results.", "seed": 45141, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3141", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_6.txt": "seed 3142"}}, "instruction": "Create file /snapshots/runbook_train_3142.txt with content 'entry-train-3142-125'.", "seed": 45142, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/runbook_train_3142.txt"}, {"key": "/snapshots/runbook_train_3142.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3142-125"}], "task_id": "train_files_3142", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 45143, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3143", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3144": {"id": "at3144", "status": "active", "tier": "premium"}, "bt3144": {"id": "bt3144", "status": "active", "tier": "basic"}}}, "instruction": "Deactivate user account at3144; use reason risk_review.", "seed": 45144, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3144.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3144.closed_reason", "value": "risk_review"}], "task_id": "train_crud_3144", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3145", "text": "billing incident 0 root cause and mitigation timeline", "title": "Billing Incident Brief 3145"}, {"id": "xt3145", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3145"}]}, "instruction": "Search docs for 'billing incident 0' and inspect top results.", "seed": 45145, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3145", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3923}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_3.txt": "seed 3146"}}, "instruction": "Write 'entry-train-3146-723' to /notes/summary_train_3146.txt.", "seed": 45146, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_3146.txt"}, {"key": "/notes/summary_train_3146.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3146-723"}], "task_id": "train_files_3146", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 45147, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3147", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3148": {"id": "at3148", "status": "active", "tier": "premium"}, "bt3148": {"id": "bt3148", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at3148 with tier=basic.", "seed": 45148, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3148.tier", "value": "basic"}], "task_id": "train_crud_3148", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3149", "text": "retention incident 4 root cause and mitigation timeline", "title": "Retention Incident Brief 3149"}, {"id": "xt3149", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3149"}]}, "instruction": "Run document search with query 'retention incident 4'.", "seed": 45149, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3149", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_0.txt": "seed 3150"}}, "instruction": "Store the text 'entry-train-3150-678' at /reports/summary_train_3150.txt.", "seed": 45150, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_3150.txt"}, {"key": "/reports/summary_train_3150.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3150-678"}], "task_id": "train_files_3150", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3929}}}], "gold_summary": null, "initial_state": {"accounts": {"at3152": {"id": "at3152", "status": "active", "tier": "basic"}, "bt3152": {"id": "bt3152", "status": "active", "tier": "basic"}}}, "instruction": "Add customer account nt3152.", "seed": 45152, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3152"}, {"op": "equals", "path": "accounts.nt3152.status", "value": "active"}], "task_id": "train_crud_3152", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3153", "text": "compliance incident 8 root cause and mitigation timeline", "title": "Compliance Incident Brief 3153"}, {"id": "xt3153", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3153"}]}, "instruction": "Find relevant docs for 'compliance incident 8'.", "seed": 45153, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3153", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 45171, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3171", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3172": {"id": "at3172", "status": "active", "tier": "enterprise"}, "bt3172": {"id": "bt3172", "status": "active", "tier": "plus"}}}, "instruction": "Patch account at3172 with tier=premium.", "seed": 45172, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3172.tier", "value": "premium"}], "task_id": "train_crud_3172", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3173", "text": "billing incident 11 root cause and mitigation timeline", "title": "Billing Incident Brief 3173"}, {"id": "xt3173", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3173"}]}, "instruction": "Run document search with query 'billing incident 11'.", "seed": 45173, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3173", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_3.txt": "seed 3174"}}, "instruction": "Store the text 'entry-train-3174-210' at /notes/delta_train_3174.log.", "seed": 45174, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_train_3174.log"}, {"key": "/notes/delta_train_3174.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3174-210"}], "task_id": "train_files_3174", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 45175, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3175", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3953}}}], "gold_summary": null, "initial_state": {"accounts": {"at3176": {"id": "at3176", "status": "active", "tier": "enterprise"}, "bt3176": {"id": "bt3176", "status": "active", "tier": "enterprise"}}}, "instruction": "Add customer account nt3176.", "seed": 45176, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3176"}, {"op": "equals", "path": "accounts.nt3176.status", "value": "active"}], "task_id": "train_crud_3176", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3177", "text": "compliance incident 15 root cause and mitigation timeline", "title": "Compliance Incident Brief 3177"}, {"id": "xt3177", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3177"}]}, "instruction": "Run document search with query 'compliance incident 15'.", "seed": 45177, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3177", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_0.txt": "seed 3178"}}, "instruction": "Store the text 'entry-train-3178-884' at /drafts/status_train_3178.log.", "seed": 45178, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/status_train_3178.log"}, {"key": "/drafts/status_train_3178.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3178-884"}], "task_id": "train_files_3178", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 45179, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3179", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3180": {"id": "at3180", "status": "active", "tier": "premium"}, "bt3180": {"id": "bt3180", "status": "active", "tier": "enterprise"}}}, "instruction": "Deactivate user account at3180; use reason compliance.", "seed": 45180, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3180.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3180.closed_reason", "value": "compliance"}], "task_id": "train_crud_3180", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3181", "text": "compliance incident 2 root cause and mitigation timeline", "title": "Compliance Incident Brief 3181"}, {"id": "xt3181", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3181"}]}, "instruction": "Find relevant docs for 'compliance incident 2'.", "seed": 45181, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3181", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3959}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_4.txt": "seed 3182"}}, "instruction": "Create file /notes/runbook_train_3182.txt with content 'entry-train-3182-337'.", "seed": 45182, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_3182.txt"}, {"key": "/notes/runbook_train_3182.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3182-337"}], "task_id": "train_files_3182", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 45183, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3183", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3184": {"id": "at3184", "status": "active", "tier": "enterprise"}, "bt3184": {"id": "bt3184", "status": "active", "tier": "premium"}}}, "instruction": "Set the subscription tier for at3184 to plus.", "seed": 45184, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3184.tier", "value": "plus"}], "task_id": "train_crud_3184", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3185", "text": "security incident 6 root cause and mitigation timeline", "title": "Security Incident Brief 3185"}, {"id": "xt3185", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3185"}]}, "instruction": "Search docs for 'security incident 6' and inspect top results.", "seed": 45185, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3185", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_1.txt": "seed 3186"}}, "instruction": "Store the text 'entry-train-3186-384' at /drafts/rollup_train_3186.log.", "seed": 45186, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_3186.log"}, {"key": "/drafts/rollup_train_3186.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3186-384"}], "task_id": "train_files_3186", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 45187, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3187", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3965}}}], "gold_summary": null, "initial_state": {"accounts": {"at3188": {"id": "at3188", "status": "active", "tier": "premium"}, "bt3188": {"id": "bt3188", "status": "active", "tier": "basic"}}}, "instruction": "Register account nt3188 with active status.", "seed": 45188, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3188"}, {"op": "equals", "path": "accounts.nt3188.status", "value": "active"}], "task_id": "train_crud_3188", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3189", "text": "latency incident 10 root cause and mitigation timeline", "title": "Latency Incident Brief 3189"}, {"id": "xt3189", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3189"}]}, "instruction": "Run document search with query 'latency incident 10'.", "seed": 45189, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3189", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_5.txt": "seed 3190"}}, "instruction": "Store the text 'entry-train-3190-365' at /drafts/status_train_3190.md.", "seed": 45190, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/status_train_3190.md"}, {"key": "/drafts/status_train_3190.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3190-365"}], "task_id": "train_files_3190", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 45191, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3191", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3192": {"id": "at3192", "status": "active", "tier": "plus"}, "bt3192": {"id": "bt3192", "status": "active", "tier": "plus"}}}, "instruction": "Archive account at3192 by closing it with reason user_request.", "seed": 45192, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3192.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3192.closed_reason", "value": "user_request"}], "task_id": "train_crud_3192", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3193", "text": "billing incident 14 root cause and mitigation timeline", "title": "Billing Incident Brief 3193"}, {"id": "xt3193", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3193"}]}, "instruction": "Find relevant docs for 'billing incident 14'.", "seed": 45193, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3193", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3971}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_2.txt": "seed 3194"}}, "instruction": "Write 'entry-train-3194-952' to /drafts/summary_train_3194.md.", "seed": 45194, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_3194.md"}, {"key": "/drafts/summary_train_3194.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3194-952"}], "task_id": "train_files_3194", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 45195, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3195", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3196": {"id": "at3196", "status": "active", "tier": "enterprise"}, "bt3196": {"id": "bt3196", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at3196 with tier=premium.", "seed": 45196, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3196.tier", "value": "premium"}], "task_id": "train_crud_3196", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3197", "text": "compliance incident 1 root cause and mitigation timeline", "title": "Compliance Incident Brief 3197"}, {"id": "xt3197", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3197"}]}, "instruction": "Search docs for 'compliance incident 1' and inspect top results.", "seed": 45197, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3197", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_6.txt": "seed 3198"}}, "instruction": "Create file /reports/rollup_train_3198.md with content 'entry-train-3198-605'.", "seed": 45198, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_3198.md"}, {"key": "/reports/rollup_train_3198.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3198-605"}], "task_id": "train_files_3198", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 45199, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3199", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3977}}}], "gold_summary": null, "initial_state": {"accounts": {"at3200": {"id": "at3200", "status": "active", "tier": "basic"}, "bt3200": {"id": "bt3200", "status": "active", "tier": "basic"}}}, "instruction": "Add customer account nt3200.", "seed": 45200, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3200"}, {"op": "equals", "path": "accounts.nt3200.status", "value": "active"}], "task_id": "train_crud_3200", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3201", "text": "security incident 5 root cause and mitigation timeline", "title": "Security Incident Brief 3201"}, {"id": "xt3201", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3201"}]}, "instruction": "Run document search with query 'security incident 5'.", "seed": 45201, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3201", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_3.txt": "seed 3202"}}, "instruction": "Create file /drafts/delta_train_3202.md with content 'entry-train-3202-382'.", "seed": 45202, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_train_3202.md"}, {"key": "/drafts/delta_train_3202.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3202-382"}], "task_id": "train_files_3202", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 45203, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3203", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3204": {"id": "at3204", "status": "active", "tier": "premium"}, "bt3204": {"id": "bt3204", "status": "active", "tier": "basic"}}}, "instruction": "Close account at3204 and mark the reason as user_request.", "seed": 45204, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3204.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3204.closed_reason", "value": "user_request"}], "task_id": "train_crud_3204", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3205", "text": "security incident 9 root cause and mitigation timeline", "title": "Security Incident Brief 3205"}, {"id": "xt3205", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3205"}]}, "instruction": "Run document search with query 'security incident 9'.", "seed": 45205, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3205", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3983}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_0.txt": "seed 3206"}}, "instruction": "Write 'entry-train-3206-581' to /drafts/status_train_3206.md.", "seed": 45206, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/status_train_3206.md"}, {"key": "/drafts/status_train_3206.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3206-581"}], "task_id": "train_files_3206", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 45207, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3207", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3208": {"id": "at3208", "status": "active", "tier": "plus"}, "bt3208": {"id": "bt3208", "status": "active", "tier": "basic"}}}, "instruction": "Patch account at3208 with tier=basic.", "seed": 45208, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3208.tier", "value": "basic"}], "task_id": "train_crud_3208", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3209", "text": "billing incident 13 root cause and mitigation timeline", "title": "Billing Incident Brief 3209"}, {"id": "xt3209", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3209"}]}, "instruction": "Search docs for 'billing incident 13' and inspect top results.", "seed": 45209, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3209", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_4.txt": "seed 3210"}}, "instruction": "Store the text 'entry-train-3210-313' at /snapshots/delta_train_3210.log.", "seed": 45210, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/delta_train_3210.log"}, {"key": "/snapshots/delta_train_3210.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3210-313"}], "task_id": "train_files_3210", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 45211, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3211", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 3989}}}], "gold_summary": null, "initial_state": {"accounts": {"at3212": {"id": "at3212", "status": "active", "tier": "premium"}, "bt3212": {"id": "bt3212", "status": "active", "tier": "enterprise"}}}, "instruction": "Add customer account nt3212.", "seed": 45212, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3212"}, {"op": "equals", "path": "accounts.nt3212.status", "value": "active"}], "task_id": "train_crud_3212", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3213", "text": "onboarding incident 0 root cause and mitigation timeline", "title": "Onboarding Incident Brief 3213"}, {"id": "xt3213", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3213"}]}, "instruction": "Find relevant docs for 'onboarding incident 0'.", "seed": 45213, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3213", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_1.txt": "seed 3214"}}, "instruction": "Write 'entry-train-3214-772' to /exports/rollup_train_3214.log.", "seed": 45214, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_3214.log"}, {"key": "/exports/rollup_train_3214.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3214-772"}], "task_id": "train_files_3214", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 45215, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3215", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3216": {"id": "at3216", "status": "active", "tier": "enterprise"}, "bt3216": {"id": "bt3216", "status": "active", "tier": "premium"}}}, "instruction": "Deactivate user account at3216; use reason compliance.", "seed": 45216, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3216.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3216.closed_reason", "value": "compliance"}], "task_id": "train_crud_3216", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3217", "text": "billing incident 4 root cause and mitigation timeline", "title": "Billing Incident Brief 3217"}, {"id": "xt3217", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3217"}]}, "instruction": "Search docs for 'billing incident 4' and inspect top results.", "seed": 45217, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3217", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 3995}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_5.txt": "seed 3218"}}, "instruction": "Write 'entry-train-3218-433' to /exports/rollup_train_3218.md.", "seed": 45218, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_3218.md"}, {"key": "/exports/rollup_train_3218.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3218-433"}], "task_id": "train_files_3218", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 45219, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3219", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3220": {"id": "at3220", "status": "active", "tier": "premium"}, "bt3220": {"id": "bt3220", "status": "active", "tier": "basic"}}}, "instruction": "Set the subscription tier for at3220 to enterprise.", "seed": 45220, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3220.tier", "value": "enterprise"}], "task_id": "train_crud_3220", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3221", "text": "retention incident 8 root cause and mitigation timeline", "title": "Retention Incident Brief 3221"}, {"id": "xt3221", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3221"}]}, "instruction": "Run document search with query 'retention incident 8'.", "seed": 45221, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3221", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_2.txt": "seed 3222"}}, "instruction": "Write 'entry-train-3222-803' to /snapshots/delta_train_3222.md.", "seed": 45222, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/delta_train_3222.md"}, {"key": "/snapshots/delta_train_3222.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3222-803"}], "task_id": "train_files_3222", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 45223, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3223", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4001}}}], "gold_summary": null, "initial_state": {"accounts": {"at3224": {"id": "at3224", "status": "active", "tier": "plus"}, "bt3224": {"id": "bt3224", "status": "active", "tier": "basic"}}}, "instruction": "Add customer account nt3224.", "seed": 45224, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3224"}, {"op": "equals", "path": "accounts.nt3224.status", "value": "active"}], "task_id": "train_crud_3224", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3225", "text": "latency incident 12 root cause and mitigation timeline", "title": "Latency Incident Brief 3225"}, {"id": "xt3225", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3225"}]}, "instruction": "Find relevant docs for 'latency incident 12'.", "seed": 45225, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3225", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_6.txt": "seed 3226"}}, "instruction": "Create file /exports/rollup_train_3226.md with content 'entry-train-3226-928'.", "seed": 45226, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_3226.md"}, {"key": "/exports/rollup_train_3226.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3226-928"}], "task_id": "train_files_3226", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 45227, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3227", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3228": {"id": "at3228", "status": "active", "tier": "enterprise"}, "bt3228": {"id": "bt3228", "status": "active", "tier": "plus"}}}, "instruction": "Archive account at3228 by closing it with reason duplicate_account.", "seed": 45228, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3228.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3228.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_3228", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3229", "text": "billing incident 16 root cause and mitigation timeline", "title": "Billing Incident Brief 3229"}, {"id": "xt3229", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3229"}]}, "instruction": "Run document search with query 'billing incident 16'.", "seed": 45229, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3229", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4007}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_3.txt": "seed 3230"}}, "instruction": "Write 'entry-train-3230-996' to /snapshots/status_train_3230.log.", "seed": 45230, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_3230.log"}, {"key": "/snapshots/status_train_3230.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3230-996"}], "task_id": "train_files_3230", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 45231, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3231", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3232": {"id": "at3232", "status": "active", "tier": "premium"}, "bt3232": {"id": "bt3232", "status": "active", "tier": "basic"}}}, "instruction": "Patch account at3232 with tier=basic.", "seed": 45232, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3232.tier", "value": "basic"}], "task_id": "train_crud_3232", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3233", "text": "compliance incident 3 root cause and mitigation timeline", "title": "Compliance Incident Brief 3233"}, {"id": "xt3233", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3233"}]}, "instruction": "Find relevant docs for 'compliance incident 3'.", "seed": 45233, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3233", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_0.txt": "seed 3234"}}, "instruction": "Store the text 'entry-train-3234-164' at /exports/runbook_train_3234.log.", "seed": 45234, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_3234.log"}, {"key": "/exports/runbook_train_3234.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3234-164"}], "task_id": "train_files_3234", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 45235, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3235", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4013}}}], "gold_summary": null, "initial_state": {"accounts": {"at3236": {"id": "at3236", "status": "active", "tier": "plus"}, "bt3236": {"id": "bt3236", "status": "active", "tier": "enterprise"}}}, "instruction": "Add customer account nt3236.", "seed": 45236, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3236"}, {"op": "equals", "path": "accounts.nt3236.status", "value": "active"}], "task_id": "train_crud_3236", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3237", "text": "security incident 7 root cause and mitigation timeline", "title": "Security Incident Brief 3237"}, {"id": "xt3237", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3237"}]}, "instruction": "Search docs for 'security incident 7' and inspect top results.", "seed": 45237, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3237", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_4.txt": "seed 3238"}}, "instruction": "Store the text 'entry-train-3238-320' at /exports/runbook_train_3238.md.", "seed": 45238, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_3238.md"}, {"key": "/exports/runbook_train_3238.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3238-320"}], "task_id": "train_files_3238", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 45239, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3239", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3240": {"id": "at3240", "status": "active", "tier": "basic"}, "bt3240": {"id": "bt3240", "status": "active", "tier": "enterprise"}}}, "instruction": "Close account at3240 and mark the reason as compliance.", "seed": 45240, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3240.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3240.closed_reason", "value": "compliance"}], "task_id": "train_crud_3240", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3241", "text": "security incident 11 root cause and mitigation timeline", "title": "Security Incident Brief 3241"}, {"id": "xt3241", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3241"}]}, "instruction": "Run document search with query 'security incident 11'.", "seed": 45241, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3241", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4019}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_1.txt": "seed 3242"}}, "instruction": "Store the text 'entry-train-3242-890' at /reports/status_train_3242.log.", "seed": 45242, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/status_train_3242.log"}, {"key": "/reports/status_train_3242.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3242-890"}], "task_id": "train_files_3242", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 45243, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3243", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3244": {"id": "at3244", "status": "active", "tier": "basic"}, "bt3244": {"id": "bt3244", "status": "active", "tier": "enterprise"}}}, "instruction": "Update account at3244 so tier is premium.", "seed": 45244, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3244.tier", "value": "premium"}], "task_id": "train_crud_3244", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3245", "text": "billing incident 15 root cause and mitigation timeline", "title": "Billing Incident Brief 3245"}, {"id": "xt3245", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3245"}]}, "instruction": "Search docs for 'billing incident 15' and inspect top results.", "seed": 45245, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3245", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_5.txt": "seed 3246"}}, "instruction": "Store the text 'entry-train-3246-115' at /notes/rollup_train_3246.txt.", "seed": 45246, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_3246.txt"}, {"key": "/notes/rollup_train_3246.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3246-115"}], "task_id": "train_files_3246", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 45247, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3247", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4025}}}], "gold_summary": null, "initial_state": {"accounts": {"at3248": {"id": "at3248", "status": "active", "tier": "enterprise"}, "bt3248": {"id": "bt3248", "status": "active", "tier": "premium"}}}, "instruction": "Register account nt3248 with active status.", "seed": 45248, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3248"}, {"op": "equals", "path": "accounts.nt3248.status", "value": "active"}], "task_id": "train_crud_3248", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3249", "text": "compliance incident 2 root cause and mitigation timeline", "title": "Compliance Incident Brief 3249"}, {"id": "xt3249", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3249"}]}, "instruction": "Find relevant docs for 'compliance incident 2'.", "seed": 45249, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3249", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_2.txt": "seed 3250"}}, "instruction": "Write 'entry-train-3250-569' to /reports/runbook_train_3250.md.", "seed": 45250, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_3250.md"}, {"key": "/reports/runbook_train_3250.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3250-569"}], "task_id": "train_files_3250", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 45251, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3251", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3252": {"id": "at3252", "status": "active", "tier": "premium"}, "bt3252": {"id": "bt3252", "status": "active", "tier": "basic"}}}, "instruction": "Deactivate user account at3252; use reason risk_review.", "seed": 45252, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3252.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3252.closed_reason", "value": "risk_review"}], "task_id": "train_crud_3252", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3253", "text": "onboarding incident 6 root cause and mitigation timeline", "title": "Onboarding Incident Brief 3253"}, {"id": "xt3253", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3253"}]}, "instruction": "Run document search with query 'onboarding incident 6'.", "seed": 45253, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3253", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4031}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_6.txt": "seed 3254"}}, "instruction": "Create file /exports/delta_train_3254.log with content 'entry-train-3254-350'.", "seed": 45254, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_train_3254.log"}, {"key": "/exports/delta_train_3254.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3254-350"}], "task_id": "train_files_3254", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 45255, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3255", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3256": {"id": "at3256", "status": "active", "tier": "basic"}, "bt3256": {"id": "bt3256", "status": "active", "tier": "plus"}}}, "instruction": "Patch account at3256 with tier=premium.", "seed": 45256, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3256.tier", "value": "premium"}], "task_id": "train_crud_3256", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3257", "text": "compliance incident 10 root cause and mitigation timeline", "title": "Compliance Incident Brief 3257"}, {"id": "xt3257", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3257"}]}, "instruction": "Run document search with query 'compliance incident 10'.", "seed": 45257, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3257", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 3258"}}, "instruction": "Store the text 'entry-train-3258-211' at /exports/rollup_train_3258.log.", "seed": 45258, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_3258.log"}, {"key": "/exports/rollup_train_3258.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3258-211"}], "task_id": "train_files_3258", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 45259, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3259", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4037}}}], "gold_summary": null, "initial_state": {"accounts": {"at3260": {"id": "at3260", "status": "active", "tier": "basic"}, "bt3260": {"id": "bt3260", "status": "active", "tier": "plus"}}}, "instruction": "Create a new account with id nt3260.", "seed": 45260, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3260"}, {"op": "equals", "path": "accounts.nt3260.status", "value": "active"}], "task_id": "train_crud_3260", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3261", "text": "compliance incident 14 root cause and mitigation timeline", "title": "Compliance Incident Brief 3261"}, {"id": "xt3261", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3261"}]}, "instruction": "Search docs for 'compliance incident 14' and inspect top results.", "seed": 45261, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3261", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_0.txt": "seed 3262"}}, "instruction": "Create file /reports/status_train_3262.md with content 'entry-train-3262-731'.", "seed": 45262, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/status_train_3262.md"}, {"key": "/reports/status_train_3262.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3262-731"}], "task_id": "train_files_3262", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 45263, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3263", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3264": {"id": "at3264", "status": "active", "tier": "premium"}, "bt3264": {"id": "bt3264", "status": "active", "tier": "premium"}}}, "instruction": "Close account at3264 and mark the reason as risk_review.", "seed": 45264, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3264.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3264.closed_reason", "value": "risk_review"}], "task_id": "train_crud_3264", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3265", "text": "latency incident 1 root cause and mitigation timeline", "title": "Latency Incident Brief 3265"}, {"id": "xt3265", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3265"}]}, "instruction": "Find relevant docs for 'latency incident 1'.", "seed": 45265, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3265", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4043}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_4.txt": "seed 3266"}}, "instruction": "Write 'entry-train-3266-806' to /snapshots/summary_train_3266.md.", "seed": 45266, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/summary_train_3266.md"}, {"key": "/snapshots/summary_train_3266.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3266-806"}], "task_id": "train_files_3266", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 45267, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3267", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3268": {"id": "at3268", "status": "active", "tier": "premium"}, "bt3268": {"id": "bt3268", "status": "active", "tier": "plus"}}}, "instruction": "Set the subscription tier for at3268 to enterprise.", "seed": 45268, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3268.tier", "value": "enterprise"}], "task_id": "train_crud_3268", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3269", "text": "retention incident 5 root cause and mitigation timeline", "title": "Retention Incident Brief 3269"}, {"id": "xt3269", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3269"}]}, "instruction": "Find relevant docs for 'retention incident 5'.", "seed": 45269, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3269", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 3270"}}, "instruction": "Store the text 'entry-train-3270-535' at /notes/summary_train_3270.txt.", "seed": 45270, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_3270.txt"}, {"key": "/notes/summary_train_3270.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3270-535"}], "task_id": "train_files_3270", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 45271, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3271", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4049}}}], "gold_summary": null, "initial_state": {"accounts": {"at3272": {"id": "at3272", "status": "active", "tier": "plus"}, "bt3272": {"id": "bt3272", "status": "active", "tier": "basic"}}}, "instruction": "Create a new account with id nt3272.", "seed": 45272, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3272"}, {"op": "equals", "path": "accounts.nt3272.status", "value": "active"}], "task_id": "train_crud_3272", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3273", "text": "security incident 9 root cause and mitigation timeline", "title": "Security Incident Brief 3273"}, {"id": "xt3273", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3273"}]}, "instruction": "Search docs for 'security incident 9' and inspect top results.", "seed": 45273, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3273", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_5.txt": "seed 3274"}}, "instruction": "Store the text 'entry-train-3274-274' at /reports/rollup_train_3274.md.", "seed": 45274, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_3274.md"}, {"key": "/reports/rollup_train_3274.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3274-274"}], "task_id": "train_files_3274", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 45275, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3275", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3276": {"id": "at3276", "status": "active", "tier": "basic"}, "bt3276": {"id": "bt3276", "status": "active", "tier": "basic"}}}, "instruction": "Deactivate user account at3276; use reason compliance.", "seed": 45276, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3276.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3276.closed_reason", "value": "compliance"}], "task_id": "train_crud_3276", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3277", "text": "retention incident 13 root cause and mitigation timeline", "title": "Retention Incident Brief 3277"}, {"id": "xt3277", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3277"}]}, "instruction": "Find relevant docs for 'retention incident 13'.", "seed": 45277, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3277", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4055}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_2.txt": "seed 3278"}}, "instruction": "Store the text 'entry-train-3278-677' at /exports/delta_train_3278.md.", "seed": 45278, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_train_3278.md"}, {"key": "/exports/delta_train_3278.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3278-677"}], "task_id": "train_files_3278", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 45279, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3279", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3280": {"id": "at3280", "status": "active", "tier": "plus"}, "bt3280": {"id": "bt3280", "status": "active", "tier": "premium"}}}, "instruction": "Patch account at3280 with tier=enterprise.", "seed": 45280, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3280.tier", "value": "enterprise"}], "task_id": "train_crud_3280", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3281", "text": "compliance incident 0 root cause and mitigation timeline", "title": "Compliance Incident Brief 3281"}, {"id": "xt3281", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3281"}]}, "instruction": "Search docs for 'compliance incident 0' and inspect top results.", "seed": 45281, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3281", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_6.txt": "seed 3282"}}, "instruction": "Store the text 'entry-train-3282-636' at /exports/status_train_3282.txt.", "seed": 45282, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_3282.txt"}, {"key": "/exports/status_train_3282.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3282-636"}], "task_id": "train_files_3282", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 45283, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3283", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4061}}}], "gold_summary": null, "initial_state": {"accounts": {"at3284": {"id": "at3284", "status": "active", "tier": "plus"}, "bt3284": {"id": "bt3284", "status": "active", "tier": "enterprise"}}}, "instruction": "Create a new account with id nt3284.", "seed": 45284, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3284"}, {"op": "equals", "path": "accounts.nt3284.status", "value": "active"}], "task_id": "train_crud_3284", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3285", "text": "billing incident 4 root cause and mitigation timeline", "title": "Billing Incident Brief 3285"}, {"id": "xt3285", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3285"}]}, "instruction": "Find relevant docs for 'billing incident 4'.", "seed": 45285, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3285", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_3.txt": "seed 3286"}}, "instruction": "Store the text 'entry-train-3286-196' at /drafts/status_train_3286.log.", "seed": 45286, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/status_train_3286.log"}, {"key": "/drafts/status_train_3286.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3286-196"}], "task_id": "train_files_3286", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 45287, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3287", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3288": {"id": "at3288", "status": "active", "tier": "enterprise"}, "bt3288": {"id": "bt3288", "status": "active", "tier": "plus"}}}, "instruction": "Deactivate user account at3288; use reason user_request.", "seed": 45288, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3288.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3288.closed_reason", "value": "user_request"}], "task_id": "train_crud_3288", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3289", "text": "retention incident 8 root cause and mitigation timeline", "title": "Retention Incident Brief 3289"}, {"id": "xt3289", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3289"}]}, "instruction": "Search docs for 'retention incident 8' and inspect top results.", "seed": 45289, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3289", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4067}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_0.txt": "seed 3290"}}, "instruction": "Create file /exports/summary_train_3290.txt with content 'entry-train-3290-381'.", "seed": 45290, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_3290.txt"}, {"key": "/exports/summary_train_3290.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3290-381"}], "task_id": "train_files_3290", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 45291, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3291", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3292": {"id": "at3292", "status": "active", "tier": "enterprise"}, "bt3292": {"id": "bt3292", "status": "active", "tier": "plus"}}}, "instruction": "Update account at3292 so tier is plus.", "seed": 45292, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3292.tier", "value": "plus"}], "task_id": "train_crud_3292", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3293", "text": "billing incident 12 root cause and mitigation timeline", "title": "Billing Incident Brief 3293"}, {"id": "xt3293", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3293"}]}, "instruction": "Run document search with query 'billing incident 12'.", "seed": 45293, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3293", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_4.txt": "seed 3294"}}, "instruction": "Write 'entry-train-3294-204' to /drafts/runbook_train_3294.log.", "seed": 45294, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_train_3294.log"}, {"key": "/drafts/runbook_train_3294.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3294-204"}], "task_id": "train_files_3294", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 45295, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3295", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4073}}}], "gold_summary": null, "initial_state": {"accounts": {"at3296": {"id": "at3296", "status": "active", "tier": "premium"}, "bt3296": {"id": "bt3296", "status": "active", "tier": "enterprise"}}}, "instruction": "Create a new account with id nt3296.", "seed": 45296, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3296"}, {"op": "equals", "path": "accounts.nt3296.status", "value": "active"}], "task_id": "train_crud_3296", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3297", "text": "security incident 16 root cause and mitigation timeline", "title": "Security Incident Brief 3297"}, {"id": "xt3297", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3297"}]}, "instruction": "Search docs for 'security incident 16' and inspect top results.", "seed": 45297, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3297", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_1.txt": "seed 3298"}}, "instruction": "Write 'entry-train-3298-250' to /drafts/summary_train_3298.log.", "seed": 45298, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_3298.log"}, {"key": "/drafts/summary_train_3298.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3298-250"}], "task_id": "train_files_3298", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 45299, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3299", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3300": {"id": "at3300", "status": "active", "tier": "basic"}, "bt3300": {"id": "bt3300", "status": "active", "tier": "enterprise"}}}, "instruction": "Archive account at3300 by closing it with reason compliance.", "seed": 45300, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3300.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3300.closed_reason", "value": "compliance"}], "task_id": "train_crud_3300", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3301", "text": "compliance incident 3 root cause and mitigation timeline", "title": "Compliance Incident Brief 3301"}, {"id": "xt3301", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3301"}]}, "instruction": "Run document search with query 'compliance incident 3'.", "seed": 45301, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3301", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4079}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_5.txt": "seed 3302"}}, "instruction": "Create file /notes/summary_train_3302.txt with content 'entry-train-3302-673'.", "seed": 45302, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_3302.txt"}, {"key": "/notes/summary_train_3302.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3302-673"}], "task_id": "train_files_3302", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 45303, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3303", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3304": {"id": "at3304", "status": "active", "tier": "premium"}, "bt3304": {"id": "bt3304", "status": "active", "tier": "premium"}}}, "instruction": "Patch account at3304 with tier=enterprise.", "seed": 45304, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3304.tier", "value": "enterprise"}], "task_id": "train_crud_3304", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3305", "text": "onboarding incident 7 root cause and mitigation timeline", "title": "Onboarding Incident Brief 3305"}, {"id": "xt3305", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3305"}]}, "instruction": "Search docs for 'onboarding incident 7' and inspect top results.", "seed": 45305, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3305", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_2.txt": "seed 3306"}}, "instruction": "Create file /exports/status_train_3306.md with content 'entry-train-3306-673'.", "seed": 45306, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_3306.md"}, {"key": "/exports/status_train_3306.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3306-673"}], "task_id": "train_files_3306", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 45307, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3307", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4085}}}], "gold_summary": null, "initial_state": {"accounts": {"at3308": {"id": "at3308", "status": "active", "tier": "enterprise"}, "bt3308": {"id": "bt3308", "status": "active", "tier": "premium"}}}, "instruction": "Create a new account with id nt3308.", "seed": 45308, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3308"}, {"op": "equals", "path": "accounts.nt3308.status", "value": "active"}], "task_id": "train_crud_3308", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3309", "text": "billing incident 11 root cause and mitigation timeline", "title": "Billing Incident Brief 3309"}, {"id": "xt3309", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3309"}]}, "instruction": "Run document search with query 'billing incident 11'.", "seed": 45309, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3309", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_6.txt": "seed 3310"}}, "instruction": "Store the text 'entry-train-3310-731' at /exports/rollup_train_3310.txt.", "seed": 45310, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_3310.txt"}, {"key": "/exports/rollup_train_3310.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3310-731"}], "task_id": "train_files_3310", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 45311, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3311", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3312": {"id": "at3312", "status": "active", "tier": "basic"}, "bt3312": {"id": "bt3312", "status": "active", "tier": "enterprise"}}}, "instruction": "Archive account at3312 by closing it with reason duplicate_account.", "seed": 45312, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3312.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3312.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_3312", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3313", "text": "security incident 15 root cause and mitigation timeline", "title": "Security Incident Brief 3313"}, {"id": "xt3313", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3313"}]}, "instruction": "Find relevant docs for 'security incident 15'.", "seed": 45313, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3313", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4091}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 3314"}}, "instruction": "Create file /exports/runbook_train_3314.txt with content 'entry-train-3314-477'.", "seed": 45314, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_3314.txt"}, {"key": "/exports/runbook_train_3314.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3314-477"}], "task_id": "train_files_3314", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 45315, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3315", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3316": {"id": "at3316", "status": "active", "tier": "basic"}, "bt3316": {"id": "bt3316", "status": "active", "tier": "premium"}}}, "instruction": "Patch account at3316 with tier=enterprise.", "seed": 45316, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3316.tier", "value": "enterprise"}], "task_id": "train_crud_3316", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3317", "text": "compliance incident 2 root cause and mitigation timeline", "title": "Compliance Incident Brief 3317"}, {"id": "xt3317", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3317"}]}, "instruction": "Find relevant docs for 'compliance incident 2'.", "seed": 45317, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3317", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_0.txt": "seed 3318"}}, "instruction": "Store the text 'entry-train-3318-158' at /exports/runbook_train_3318.log.", "seed": 45318, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_3318.log"}, {"key": "/exports/runbook_train_3318.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3318-158"}], "task_id": "train_files_3318", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 45319, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3319", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4097}}}], "gold_summary": null, "initial_state": {"accounts": {"at3320": {"id": "at3320", "status": "active", "tier": "enterprise"}, "bt3320": {"id": "bt3320", "status": "active", "tier": "plus"}}}, "instruction": "Register account nt3320 with active status.", "seed": 45320, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3320"}, {"op": "equals", "path": "accounts.nt3320.status", "value": "active"}], "task_id": "train_crud_3320", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3321", "text": "retention incident 6 root cause and mitigation timeline", "title": "Retention Incident Brief 3321"}, {"id": "xt3321", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3321"}]}, "instruction": "Search docs for 'retention incident 6' and inspect top results.", "seed": 45321, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3321", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_4.txt": "seed 3322"}}, "instruction": "Store the text 'entry-train-3322-727' at /reports/runbook_train_3322.txt.", "seed": 45322, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_3322.txt"}, {"key": "/reports/runbook_train_3322.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3322-727"}], "task_id": "train_files_3322", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 45323, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3323", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3324": {"id": "at3324", "status": "active", "tier": "basic"}, "bt3324": {"id": "bt3324", "status": "active", "tier": "enterprise"}}}, "instruction": "Deactivate user account at3324; use reason user_request.", "seed": 45324, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3324.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3324.closed_reason", "value": "user_request"}], "task_id": "train_crud_3324", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3325", "text": "billing incident 10 root cause and mitigation timeline", "title": "Billing Incident Brief 3325"}, {"id": "xt3325", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3325"}]}, "instruction": "Run document search with query 'billing incident 10'.", "seed": 45325, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3325", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4103}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_1.txt": "seed 3326"}}, "instruction": "Create file /drafts/delta_train_3326.log with content 'entry-train-3326-117'.", "seed": 45326, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_train_3326.log"}, {"key": "/drafts/delta_train_3326.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3326-117"}], "task_id": "train_files_3326", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 45327, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3327", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3328": {"id": "at3328", "status": "active", "tier": "premium"}, "bt3328": {"id": "bt3328", "status": "active", "tier": "basic"}}}, "instruction": "Patch account at3328 with tier=enterprise.", "seed": 45328, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3328.tier", "value": "enterprise"}], "task_id": "train_crud_3328", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3329", "text": "compliance incident 14 root cause and mitigation timeline", "title": "Compliance Incident Brief 3329"}, {"id": "xt3329", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3329"}]}, "instruction": "Search docs for 'compliance incident 14' and inspect top results.", "seed": 45329, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3329", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_5.txt": "seed 3330"}}, "instruction": "Create file /drafts/delta_train_3330.txt with content 'entry-train-3330-846'.", "seed": 45330, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_train_3330.txt"}, {"key": "/drafts/delta_train_3330.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3330-846"}], "task_id": "train_files_3330", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 45331, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3331", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4109}}}], "gold_summary": null, "initial_state": {"accounts": {"at3332": {"id": "at3332", "status": "active", "tier": "premium"}, "bt3332": {"id": "bt3332", "status": "active", "tier": "plus"}}}, "instruction": "Add customer account nt3332.", "seed": 45332, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3332"}, {"op": "equals", "path": "accounts.nt3332.status", "value": "active"}], "task_id": "train_crud_3332", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3333", "text": "onboarding incident 1 root cause and mitigation timeline", "title": "Onboarding Incident Brief 3333"}, {"id": "xt3333", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3333"}]}, "instruction": "Search docs for 'onboarding incident 1' and inspect top results.", "seed": 45333, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3333", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_2.txt": "seed 3334"}}, "instruction": "Create file /reports/runbook_train_3334.md with content 'entry-train-3334-674'.", "seed": 45334, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_3334.md"}, {"key": "/reports/runbook_train_3334.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3334-674"}], "task_id": "train_files_3334", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 45335, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3335", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3336": {"id": "at3336", "status": "active", "tier": "basic"}, "bt3336": {"id": "bt3336", "status": "active", "tier": "enterprise"}}}, "instruction": "Close account at3336 and mark the reason as user_request.", "seed": 45336, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3336.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3336.closed_reason", "value": "user_request"}], "task_id": "train_crud_3336", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3337", "text": "billing incident 5 root cause and mitigation timeline", "title": "Billing Incident Brief 3337"}, {"id": "xt3337", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3337"}]}, "instruction": "Find relevant docs for 'billing incident 5'.", "seed": 45337, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3337", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4115}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_6.txt": "seed 3338"}}, "instruction": "Store the text 'entry-train-3338-705' at /reports/status_train_3338.md.", "seed": 45338, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/status_train_3338.md"}, {"key": "/reports/status_train_3338.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3338-705"}], "task_id": "train_files_3338", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 45339, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3339", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3340": {"id": "at3340", "status": "active", "tier": "premium"}, "bt3340": {"id": "bt3340", "status": "active", "tier": "basic"}}}, "instruction": "Patch account at3340 with tier=plus.", "seed": 45340, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3340.tier", "value": "plus"}], "task_id": "train_crud_3340", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3341", "text": "latency incident 9 root cause and mitigation timeline", "title": "Latency Incident Brief 3341"}, {"id": "xt3341", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3341"}]}, "instruction": "Find relevant docs for 'latency incident 9'.", "seed": 45341, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3341", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_3.txt": "seed 3342"}}, "instruction": "Store the text 'entry-train-3342-488' at /drafts/runbook_train_3342.txt.", "seed": 45342, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_train_3342.txt"}, {"key": "/drafts/runbook_train_3342.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3342-488"}], "task_id": "train_files_3342", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 45343, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3343", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4121}}}], "gold_summary": null, "initial_state": {"accounts": {"at3344": {"id": "at3344", "status": "active", "tier": "premium"}, "bt3344": {"id": "bt3344", "status": "active", "tier": "plus"}}}, "instruction": "Create a new account with id nt3344.", "seed": 45344, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3344"}, {"op": "equals", "path": "accounts.nt3344.status", "value": "active"}], "task_id": "train_crud_3344", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3345", "text": "latency incident 13 root cause and mitigation timeline", "title": "Latency Incident Brief 3345"}, {"id": "xt3345", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3345"}]}, "instruction": "Search docs for 'latency incident 13' and inspect top results.", "seed": 45345, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3345", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_0.txt": "seed 3346"}}, "instruction": "Create file /exports/runbook_train_3346.log with content 'entry-train-3346-550'.", "seed": 45346, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_3346.log"}, {"key": "/exports/runbook_train_3346.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3346-550"}], "task_id": "train_files_3346", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 45347, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3347", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3348": {"id": "at3348", "status": "active", "tier": "premium"}, "bt3348": {"id": "bt3348", "status": "active", "tier": "enterprise"}}}, "instruction": "Close account at3348 and mark the reason as risk_review.", "seed": 45348, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3348.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3348.closed_reason", "value": "risk_review"}], "task_id": "train_crud_3348", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3349", "text": "onboarding incident 0 root cause and mitigation timeline", "title": "Onboarding Incident Brief 3349"}, {"id": "xt3349", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3349"}]}, "instruction": "Search docs for 'onboarding incident 0' and inspect top results.", "seed": 45349, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3349", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4127}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_4.txt": "seed 3350"}}, "instruction": "Create file /notes/delta_train_3350.txt with content 'entry-train-3350-819'.", "seed": 45350, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_train_3350.txt"}, {"key": "/notes/delta_train_3350.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3350-819"}], "task_id": "train_files_3350", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 45351, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3351", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3352": {"id": "at3352", "status": "active", "tier": "premium"}, "bt3352": {"id": "bt3352", "status": "active", "tier": "plus"}}}, "instruction": "Set the subscription tier for at3352 to basic.", "seed": 45352, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3352.tier", "value": "basic"}], "task_id": "train_crud_3352", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3353", "text": "compliance incident 4 root cause and mitigation timeline", "title": "Compliance Incident Brief 3353"}, {"id": "xt3353", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3353"}]}, "instruction": "Search docs for 'compliance incident 4' and inspect top results.", "seed": 45353, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3353", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_1.txt": "seed 3354"}}, "instruction": "Write 'entry-train-3354-746' to /reports/delta_train_3354.log.", "seed": 45354, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/delta_train_3354.log"}, {"key": "/reports/delta_train_3354.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3354-746"}], "task_id": "train_files_3354", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 45355, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3355", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4133}}}], "gold_summary": null, "initial_state": {"accounts": {"at3356": {"id": "at3356", "status": "active", "tier": "premium"}, "bt3356": {"id": "bt3356", "status": "active", "tier": "enterprise"}}}, "instruction": "Add customer account nt3356.", "seed": 45356, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3356"}, {"op": "equals", "path": "accounts.nt3356.status", "value": "active"}], "task_id": "train_crud_3356", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3357", "text": "onboarding incident 8 root cause and mitigation timeline", "title": "Onboarding Incident Brief 3357"}, {"id": "xt3357", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3357"}]}, "instruction": "Run document search with query 'onboarding incident 8'.", "seed": 45357, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3357", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_5.txt": "seed 3358"}}, "instruction": "Create file /reports/runbook_train_3358.txt with content 'entry-train-3358-262'.", "seed": 45358, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_3358.txt"}, {"key": "/reports/runbook_train_3358.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3358-262"}], "task_id": "train_files_3358", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 45359, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3359", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3360": {"id": "at3360", "status": "active", "tier": "premium"}, "bt3360": {"id": "bt3360", "status": "active", "tier": "plus"}}}, "instruction": "Archive account at3360 by closing it with reason compliance.", "seed": 45360, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3360.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3360.closed_reason", "value": "compliance"}], "task_id": "train_crud_3360", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3361", "text": "security incident 12 root cause and mitigation timeline", "title": "Security Incident Brief 3361"}, {"id": "xt3361", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3361"}]}, "instruction": "Run document search with query 'security incident 12'.", "seed": 45361, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3361", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4139}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_2.txt": "seed 3362"}}, "instruction": "Store the text 'entry-train-3362-689' at /notes/rollup_train_3362.log.", "seed": 45362, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_3362.log"}, {"key": "/notes/rollup_train_3362.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3362-689"}], "task_id": "train_files_3362", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 45363, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3363", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3364": {"id": "at3364", "status": "active", "tier": "premium"}, "bt3364": {"id": "bt3364", "status": "active", "tier": "premium"}}}, "instruction": "Patch account at3364 with tier=enterprise.", "seed": 45364, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3364.tier", "value": "enterprise"}], "task_id": "train_crud_3364", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3365", "text": "compliance incident 16 root cause and mitigation timeline", "title": "Compliance Incident Brief 3365"}, {"id": "xt3365", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3365"}]}, "instruction": "Run document search with query 'compliance incident 16'.", "seed": 45365, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3365", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_6.txt": "seed 3366"}}, "instruction": "Create file /reports/status_train_3366.log with content 'entry-train-3366-210'.", "seed": 45366, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/status_train_3366.log"}, {"key": "/reports/status_train_3366.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3366-210"}], "task_id": "train_files_3366", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 45367, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3367", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4145}}}], "gold_summary": null, "initial_state": {"accounts": {"at3368": {"id": "at3368", "status": "active", "tier": "basic"}, "bt3368": {"id": "bt3368", "status": "active", "tier": "plus"}}}, "instruction": "Register account nt3368 with active status.", "seed": 45368, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3368"}, {"op": "equals", "path": "accounts.nt3368.status", "value": "active"}], "task_id": "train_crud_3368", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3369", "text": "onboarding incident 3 root cause and mitigation timeline", "title": "Onboarding Incident Brief 3369"}, {"id": "xt3369", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3369"}]}, "instruction": "Search docs for 'onboarding incident 3' and inspect top results.", "seed": 45369, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3369", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_3.txt": "seed 3370"}}, "instruction": "Create file /notes/status_train_3370.txt with content 'entry-train-3370-779'.", "seed": 45370, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_train_3370.txt"}, {"key": "/notes/status_train_3370.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3370-779"}], "task_id": "train_files_3370", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 45371, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3371", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3372": {"id": "at3372", "status": "active", "tier": "enterprise"}, "bt3372": {"id": "bt3372", "status": "active", "tier": "plus"}}}, "instruction": "Close account at3372 and mark the reason as compliance.", "seed": 45372, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3372.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3372.closed_reason", "value": "compliance"}], "task_id": "train_crud_3372", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3373", "text": "retention incident 7 root cause and mitigation timeline", "title": "Retention Incident Brief 3373"}, {"id": "xt3373", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3373"}]}, "instruction": "Search docs for 'retention incident 7' and inspect top results.", "seed": 45373, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3373", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4151}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_0.txt": "seed 3374"}}, "instruction": "Write 'entry-train-3374-182' to /drafts/runbook_train_3374.md.", "seed": 45374, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_train_3374.md"}, {"key": "/drafts/runbook_train_3374.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3374-182"}], "task_id": "train_files_3374", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 45375, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3375", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3376": {"id": "at3376", "status": "active", "tier": "plus"}, "bt3376": {"id": "bt3376", "status": "active", "tier": "premium"}}}, "instruction": "Update account at3376 so tier is basic.", "seed": 45376, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3376.tier", "value": "basic"}], "task_id": "train_crud_3376", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3377", "text": "security incident 11 root cause and mitigation timeline", "title": "Security Incident Brief 3377"}, {"id": "xt3377", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3377"}]}, "instruction": "Search docs for 'security incident 11' and inspect top results.", "seed": 45377, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3377", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_4.txt": "seed 3378"}}, "instruction": "Store the text 'entry-train-3378-503' at /snapshots/delta_train_3378.log.", "seed": 45378, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/delta_train_3378.log"}, {"key": "/snapshots/delta_train_3378.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3378-503"}], "task_id": "train_files_3378", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 45379, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3379", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4157}}}], "gold_summary": null, "initial_state": {"accounts": {"at3380": {"id": "at3380", "status": "active", "tier": "plus"}, "bt3380": {"id": "bt3380", "status": "active", "tier": "enterprise"}}}, "instruction": "Create a new account with id nt3380.", "seed": 45380, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3380"}, {"op": "equals", "path": "accounts.nt3380.status", "value": "active"}], "task_id": "train_crud_3380", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3381", "text": "latency incident 15 root cause and mitigation timeline", "title": "Latency Incident Brief 3381"}, {"id": "xt3381", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3381"}]}, "instruction": "Run document search with query 'latency incident 15'.", "seed": 45381, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3381", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_1.txt": "seed 3382"}}, "instruction": "Create file /exports/runbook_train_3382.log with content 'entry-train-3382-847'.", "seed": 45382, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_3382.log"}, {"key": "/exports/runbook_train_3382.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3382-847"}], "task_id": "train_files_3382", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 45383, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3383", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3384": {"id": "at3384", "status": "active", "tier": "basic"}, "bt3384": {"id": "bt3384", "status": "active", "tier": "plus"}}}, "instruction": "Deactivate user account at3384; use reason risk_review.", "seed": 45384, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3384.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3384.closed_reason", "value": "risk_review"}], "task_id": "train_crud_3384", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3385", "text": "latency incident 2 root cause and mitigation timeline", "title": "Latency Incident Brief 3385"}, {"id": "xt3385", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3385"}]}, "instruction": "Find relevant docs for 'latency incident 2'.", "seed": 45385, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3385", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4163}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_5.txt": "seed 3386"}}, "instruction": "Create file /reports/delta_train_3386.log with content 'entry-train-3386-869'.", "seed": 45386, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/delta_train_3386.log"}, {"key": "/reports/delta_train_3386.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3386-869"}], "task_id": "train_files_3386", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 45387, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3387", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3388": {"id": "at3388", "status": "active", "tier": "plus"}, "bt3388": {"id": "bt3388", "status": "active", "tier": "plus"}}}, "instruction": "Set the subscription tier for at3388 to basic.", "seed": 45388, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3388.tier", "value": "basic"}], "task_id": "train_crud_3388", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3389", "text": "billing incident 6 root cause and mitigation timeline", "title": "Billing Incident Brief 3389"}, {"id": "xt3389", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3389"}]}, "instruction": "Run document search with query 'billing incident 6'.", "seed": 45389, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3389", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_2.txt": "seed 3390"}}, "instruction": "Create file /drafts/rollup_train_3390.txt with content 'entry-train-3390-391'.", "seed": 45390, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_3390.txt"}, {"key": "/drafts/rollup_train_3390.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3390-391"}], "task_id": "train_files_3390", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 45391, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3391", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4169}}}], "gold_summary": null, "initial_state": {"accounts": {"at3392": {"id": "at3392", "status": "active", "tier": "enterprise"}, "bt3392": {"id": "bt3392", "status": "active", "tier": "plus"}}}, "instruction": "Register account nt3392 with active status.", "seed": 45392, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3392"}, {"op": "equals", "path": "accounts.nt3392.status", "value": "active"}], "task_id": "train_crud_3392", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3393", "text": "retention incident 10 root cause and mitigation timeline", "title": "Retention Incident Brief 3393"}, {"id": "xt3393", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3393"}]}, "instruction": "Search docs for 'retention incident 10' and inspect top results.", "seed": 45393, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3393", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_6.txt": "seed 3394"}}, "instruction": "Store the text 'entry-train-3394-802' at /snapshots/summary_train_3394.md.", "seed": 45394, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/summary_train_3394.md"}, {"key": "/snapshots/summary_train_3394.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3394-802"}], "task_id": "train_files_3394", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 45395, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3395", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3396": {"id": "at3396", "status": "active", "tier": "plus"}, "bt3396": {"id": "bt3396", "status": "active", "tier": "enterprise"}}}, "instruction": "Close account at3396 and mark the reason as compliance.", "seed": 45396, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3396.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3396.closed_reason", "value": "compliance"}], "task_id": "train_crud_3396", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3397", "text": "compliance incident 14 root cause and mitigation timeline", "title": "Compliance Incident Brief 3397"}, {"id": "xt3397", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3397"}]}, "instruction": "Run document search with query 'compliance incident 14'.", "seed": 45397, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3397", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4175}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_3.txt": "seed 3398"}}, "instruction": "Store the text 'entry-train-3398-364' at /reports/runbook_train_3398.md.", "seed": 45398, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_3398.md"}, {"key": "/reports/runbook_train_3398.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3398-364"}], "task_id": "train_files_3398", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 45399, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3399", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3400": {"id": "at3400", "status": "active", "tier": "premium"}, "bt3400": {"id": "bt3400", "status": "active", "tier": "premium"}}}, "instruction": "Patch account at3400 with tier=plus.", "seed": 45400, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3400.tier", "value": "plus"}], "task_id": "train_crud_3400", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3401", "text": "billing incident 1 root cause and mitigation timeline", "title": "Billing Incident Brief 3401"}, {"id": "xt3401", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3401"}]}, "instruction": "Run document search with query 'billing incident 1'.", "seed": 45401, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3401", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_0.txt": "seed 3402"}}, "instruction": "Write 'entry-train-3402-181' to /notes/rollup_train_3402.log.", "seed": 45402, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_3402.log"}, {"key": "/notes/rollup_train_3402.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3402-181"}], "task_id": "train_files_3402", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 45403, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3403", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4181}}}], "gold_summary": null, "initial_state": {"accounts": {"at3404": {"id": "at3404", "status": "active", "tier": "plus"}, "bt3404": {"id": "bt3404", "status": "active", "tier": "enterprise"}}}, "instruction": "Register account nt3404 with active status.", "seed": 45404, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3404"}, {"op": "equals", "path": "accounts.nt3404.status", "value": "active"}], "task_id": "train_crud_3404", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3405", "text": "billing incident 5 root cause and mitigation timeline", "title": "Billing Incident Brief 3405"}, {"id": "xt3405", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3405"}]}, "instruction": "Run document search with query 'billing incident 5'.", "seed": 45405, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3405", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_4.txt": "seed 3406"}}, "instruction": "Create file /reports/summary_train_3406.md with content 'entry-train-3406-571'.", "seed": 45406, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_3406.md"}, {"key": "/reports/summary_train_3406.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3406-571"}], "task_id": "train_files_3406", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 45407, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3407", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3408": {"id": "at3408", "status": "active", "tier": "premium"}, "bt3408": {"id": "bt3408", "status": "active", "tier": "premium"}}}, "instruction": "Archive account at3408 by closing it with reason user_request.", "seed": 45408, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3408.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3408.closed_reason", "value": "user_request"}], "task_id": "train_crud_3408", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3409", "text": "latency incident 9 root cause and mitigation timeline", "title": "Latency Incident Brief 3409"}, {"id": "xt3409", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3409"}]}, "instruction": "Run document search with query 'latency incident 9'.", "seed": 45409, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3409", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4187}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_1.txt": "seed 3410"}}, "instruction": "Create file /exports/rollup_train_3410.txt with content 'entry-train-3410-557'.", "seed": 45410, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_3410.txt"}, {"key": "/exports/rollup_train_3410.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3410-557"}], "task_id": "train_files_3410", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 45411, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3411", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3412": {"id": "at3412", "status": "active", "tier": "premium"}, "bt3412": {"id": "bt3412", "status": "active", "tier": "basic"}}}, "instruction": "Patch account at3412 with tier=enterprise.", "seed": 45412, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3412.tier", "value": "enterprise"}], "task_id": "train_crud_3412", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3413", "text": "security incident 13 root cause and mitigation timeline", "title": "Security Incident Brief 3413"}, {"id": "xt3413", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3413"}]}, "instruction": "Search docs for 'security incident 13' and inspect top results.", "seed": 45413, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3413", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_5.txt": "seed 3414"}}, "instruction": "Write 'entry-train-3414-844' to /notes/summary_train_3414.txt.", "seed": 45414, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_3414.txt"}, {"key": "/notes/summary_train_3414.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3414-844"}], "task_id": "train_files_3414", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 45415, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3415", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4193}}}], "gold_summary": null, "initial_state": {"accounts": {"at3416": {"id": "at3416", "status": "active", "tier": "enterprise"}, "bt3416": {"id": "bt3416", "status": "active", "tier": "plus"}}}, "instruction": "Add customer account nt3416.", "seed": 45416, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3416"}, {"op": "equals", "path": "accounts.nt3416.status", "value": "active"}], "task_id": "train_crud_3416", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3417", "text": "onboarding incident 0 root cause and mitigation timeline", "title": "Onboarding Incident Brief 3417"}, {"id": "xt3417", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3417"}]}, "instruction": "Run document search with query 'onboarding incident 0'.", "seed": 45417, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3417", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_2.txt": "seed 3418"}}, "instruction": "Write 'entry-train-3418-481' to /reports/summary_train_3418.md.", "seed": 45418, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_3418.md"}, {"key": "/reports/summary_train_3418.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3418-481"}], "task_id": "train_files_3418", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 45419, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3419", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3420": {"id": "at3420", "status": "active", "tier": "basic"}, "bt3420": {"id": "bt3420", "status": "active", "tier": "premium"}}}, "instruction": "Deactivate user account at3420; use reason compliance.", "seed": 45420, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3420.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3420.closed_reason", "value": "compliance"}], "task_id": "train_crud_3420", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3421", "text": "billing incident 4 root cause and mitigation timeline", "title": "Billing Incident Brief 3421"}, {"id": "xt3421", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3421"}]}, "instruction": "Find relevant docs for 'billing incident 4'.", "seed": 45421, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3421", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4199}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_6.txt": "seed 3422"}}, "instruction": "Write 'entry-train-3422-219' to /exports/summary_train_3422.md.", "seed": 45422, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_3422.md"}, {"key": "/exports/summary_train_3422.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3422-219"}], "task_id": "train_files_3422", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 45423, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3423", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3424": {"id": "at3424", "status": "active", "tier": "plus"}, "bt3424": {"id": "bt3424", "status": "active", "tier": "basic"}}}, "instruction": "Set the subscription tier for at3424 to enterprise.", "seed": 45424, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3424.tier", "value": "enterprise"}], "task_id": "train_crud_3424", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3425", "text": "security incident 8 root cause and mitigation timeline", "title": "Security Incident Brief 3425"}, {"id": "xt3425", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3425"}]}, "instruction": "Run document search with query 'security incident 8'.", "seed": 45425, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3425", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_3.txt": "seed 3426"}}, "instruction": "Write 'entry-train-3426-787' to /drafts/runbook_train_3426.log.", "seed": 45426, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_train_3426.log"}, {"key": "/drafts/runbook_train_3426.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3426-787"}], "task_id": "train_files_3426", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 45427, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3427", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4205}}}], "gold_summary": null, "initial_state": {"accounts": {"at3428": {"id": "at3428", "status": "active", "tier": "premium"}, "bt3428": {"id": "bt3428", "status": "active", "tier": "basic"}}}, "instruction": "Register account nt3428 with active status.", "seed": 45428, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3428"}, {"op": "equals", "path": "accounts.nt3428.status", "value": "active"}], "task_id": "train_crud_3428", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3429", "text": "security incident 12 root cause and mitigation timeline", "title": "Security Incident Brief 3429"}, {"id": "xt3429", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3429"}]}, "instruction": "Run document search with query 'security incident 12'.", "seed": 45429, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3429", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_0.txt": "seed 3430"}}, "instruction": "Store the text 'entry-train-3430-573' at /drafts/runbook_train_3430.md.", "seed": 45430, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_train_3430.md"}, {"key": "/drafts/runbook_train_3430.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3430-573"}], "task_id": "train_files_3430", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 45431, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3431", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3432": {"id": "at3432", "status": "active", "tier": "premium"}, "bt3432": {"id": "bt3432", "status": "active", "tier": "basic"}}}, "instruction": "Archive account at3432 by closing it with reason duplicate_account.", "seed": 45432, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3432.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3432.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_3432", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3433", "text": "retention incident 16 root cause and mitigation timeline", "title": "Retention Incident Brief 3433"}, {"id": "xt3433", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3433"}]}, "instruction": "Run document search with query 'retention incident 16'.", "seed": 45433, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3433", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4211}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_4.txt": "seed 3434"}}, "instruction": "Create file /notes/rollup_train_3434.log with content 'entry-train-3434-709'.", "seed": 45434, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_3434.log"}, {"key": "/notes/rollup_train_3434.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3434-709"}], "task_id": "train_files_3434", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 45435, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3435", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3436": {"id": "at3436", "status": "active", "tier": "basic"}, "bt3436": {"id": "bt3436", "status": "active", "tier": "premium"}}}, "instruction": "Set the subscription tier for at3436 to premium.", "seed": 45436, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3436.tier", "value": "premium"}], "task_id": "train_crud_3436", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3437", "text": "compliance incident 3 root cause and mitigation timeline", "title": "Compliance Incident Brief 3437"}, {"id": "xt3437", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3437"}]}, "instruction": "Run document search with query 'compliance incident 3'.", "seed": 45437, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3437", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_1.txt": "seed 3438"}}, "instruction": "Write 'entry-train-3438-814' to /snapshots/status_train_3438.log.", "seed": 45438, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_3438.log"}, {"key": "/snapshots/status_train_3438.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3438-814"}], "task_id": "train_files_3438", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 45439, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3439", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4217}}}], "gold_summary": null, "initial_state": {"accounts": {"at3440": {"id": "at3440", "status": "active", "tier": "basic"}, "bt3440": {"id": "bt3440", "status": "active", "tier": "enterprise"}}}, "instruction": "Add customer account nt3440.", "seed": 45440, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3440"}, {"op": "equals", "path": "accounts.nt3440.status", "value": "active"}], "task_id": "train_crud_3440", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3441", "text": "latency incident 7 root cause and mitigation timeline", "title": "Latency Incident Brief 3441"}, {"id": "xt3441", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3441"}]}, "instruction": "Search docs for 'latency incident 7' and inspect top results.", "seed": 45441, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3441", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_5.txt": "seed 3442"}}, "instruction": "Create file /notes/runbook_train_3442.md with content 'entry-train-3442-398'.", "seed": 45442, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_3442.md"}, {"key": "/notes/runbook_train_3442.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3442-398"}], "task_id": "train_files_3442", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 45443, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3443", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3444": {"id": "at3444", "status": "active", "tier": "plus"}, "bt3444": {"id": "bt3444", "status": "active", "tier": "premium"}}}, "instruction": "Deactivate user account at3444; use reason compliance.", "seed": 45444, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3444.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3444.closed_reason", "value": "compliance"}], "task_id": "train_crud_3444", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_4.txt": "seed 3462"}}, "instruction": "Write 'entry-train-3462-724' to /snapshots/summary_train_3462.md.", "seed": 45462, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/summary_train_3462.md"}, {"key": "/snapshots/summary_train_3462.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3462-724"}], "task_id": "train_files_3462", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 45463, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3463", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4241}}}], "gold_summary": null, "initial_state": {"accounts": {"at3464": {"id": "at3464", "status": "active", "tier": "basic"}, "bt3464": {"id": "bt3464", "status": "active", "tier": "basic"}}}, "instruction": "Add customer account nt3464.", "seed": 45464, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3464"}, {"op": "equals", "path": "accounts.nt3464.status", "value": "active"}], "task_id": "train_crud_3464", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3465", "text": "onboarding incident 14 root cause and mitigation timeline", "title": "Onboarding Incident Brief 3465"}, {"id": "xt3465", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3465"}]}, "instruction": "Find relevant docs for 'onboarding incident 14'.", "seed": 45465, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3465", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 3466"}}, "instruction": "Create file /notes/status_train_3466.txt with content 'entry-train-3466-568'.", "seed": 45466, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_train_3466.txt"}, {"key": "/notes/status_train_3466.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3466-568"}], "task_id": "train_files_3466", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 45467, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3467", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3468": {"id": "at3468", "status": "active", "tier": "plus"}, "bt3468": {"id": "bt3468", "status": "active", "tier": "basic"}}}, "instruction": "Close account at3468 and mark the reason as user_request.", "seed": 45468, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3468.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3468.closed_reason", "value": "user_request"}], "task_id": "train_crud_3468", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3469", "text": "onboarding incident 1 root cause and mitigation timeline", "title": "Onboarding Incident Brief 3469"}, {"id": "xt3469", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3469"}]}, "instruction": "Run document search with query 'onboarding incident 1'.", "seed": 45469, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3469", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4247}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_5.txt": "seed 3470"}}, "instruction": "Write 'entry-train-3470-347' to /drafts/delta_train_3470.md.", "seed": 45470, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_train_3470.md"}, {"key": "/drafts/delta_train_3470.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3470-347"}], "task_id": "train_files_3470", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3473", "text": "billing incident 5 root cause and mitigation timeline", "title": "Billing Incident Brief 3473"}, {"id": "xt3473", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3473"}]}, "instruction": "Find relevant docs for 'billing incident 5'.", "seed": 45473, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3473", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3477", "text": "compliance incident 9 root cause and mitigation timeline", "title": "Compliance Incident Brief 3477"}, {"id": "xt3477", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3477"}]}, "instruction": "Run document search with query 'compliance incident 9'.", "seed": 45477, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3477", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_6.txt": "seed 3478"}}, "instruction": "Store the text 'entry-train-3478-509' at /snapshots/summary_train_3478.md.", "seed": 45478, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/summary_train_3478.md"}, {"key": "/snapshots/summary_train_3478.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3478-509"}], "task_id": "train_files_3478", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 45479, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3479", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3480": {"id": "at3480", "status": "active", "tier": "premium"}, "bt3480": {"id": "bt3480", "status": "active", "tier": "basic"}}}, "instruction": "Deactivate user account at3480; use reason risk_review.", "seed": 45480, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3480.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3480.closed_reason", "value": "risk_review"}], "task_id": "train_crud_3480", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3481", "text": "compliance incident 13 root cause and mitigation timeline", "title": "Compliance Incident Brief 3481"}, {"id": "xt3481", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3481"}]}, "instruction": "Search docs for 'compliance incident 13' and inspect top results.", "seed": 45481, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3481", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4259}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_3.txt": "seed 3482"}}, "instruction": "Write 'entry-train-3482-370' to /drafts/rollup_train_3482.txt.", "seed": 45482, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_3482.txt"}, {"key": "/drafts/rollup_train_3482.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3482-370"}], "task_id": "train_files_3482", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 45483, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3483", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3484": {"id": "at3484", "status": "active", "tier": "enterprise"}, "bt3484": {"id": "bt3484", "status": "active", "tier": "premium"}}}, "instruction": "Set the subscription tier for at3484 to basic.", "seed": 45484, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3484.tier", "value": "basic"}], "task_id": "train_crud_3484", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3485", "text": "retention incident 0 root cause and mitigation timeline", "title": "Retention Incident Brief 3485"}, {"id": "xt3485", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3485"}]}, "instruction": "Run document search with query 'retention incident 0'.", "seed": 45485, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3485", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_0.txt": "seed 3486"}}, "instruction": "Store the text 'entry-train-3486-381' at /snapshots/runbook_train_3486.log.", "seed": 45486, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/runbook_train_3486.log"}, {"key": "/snapshots/runbook_train_3486.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3486-381"}], "task_id": "train_files_3486", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 45487, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3487", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4265}}}], "gold_summary": null, "initial_state": {"accounts": {"at3488": {"id": "at3488", "status": "active", "tier": "premium"}, "bt3488": {"id": "bt3488", "status": "active", "tier": "plus"}}}, "instruction": "Register account nt3488 with active status.", "seed": 45488, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3488"}, {"op": "equals", "path": "accounts.nt3488.status", "value": "active"}], "task_id": "train_crud_3488", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3489", "text": "onboarding incident 4 root cause and mitigation timeline", "title": "Onboarding Incident Brief 3489"}, {"id": "xt3489", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3489"}]}, "instruction": "Find relevant docs for 'onboarding incident 4'.", "seed": 45489, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3489", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_4.txt": "seed 3490"}}, "instruction": "Store the text 'entry-train-3490-262' at /exports/runbook_train_3490.log.", "seed": 45490, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_3490.log"}, {"key": "/exports/runbook_train_3490.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3490-262"}], "task_id": "train_files_3490", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 45491, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3491", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3492": {"id": "at3492", "status": "active", "tier": "plus"}, "bt3492": {"id": "bt3492", "status": "active", "tier": "premium"}}}, "instruction": "Deactivate user account at3492; use reason compliance.", "seed": 45492, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3492.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3492.closed_reason", "value": "compliance"}], "task_id": "train_crud_3492", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3493", "text": "retention incident 8 root cause and mitigation timeline", "title": "Retention Incident Brief 3493"}, {"id": "xt3493", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3493"}]}, "instruction": "Search docs for 'retention incident 8' and inspect top results.", "seed": 45493, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3493", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4271}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_1.txt": "seed 3494"}}, "instruction": "Store the text 'entry-train-3494-251' at /drafts/delta_train_3494.md.", "seed": 45494, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_train_3494.md"}, {"key": "/drafts/delta_train_3494.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3494-251"}], "task_id": "train_files_3494", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 45495, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3495", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3496": {"id": "at3496", "status": "active", "tier": "enterprise"}, "bt3496": {"id": "bt3496", "status": "active", "tier": "plus"}}}, "instruction": "Set the subscription tier for at3496 to plus.", "seed": 45496, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3496.tier", "value": "plus"}], "task_id": "train_crud_3496", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3497", "text": "onboarding incident 12 root cause and mitigation timeline", "title": "Onboarding Incident Brief 3497"}, {"id": "xt3497", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3497"}]}, "instruction": "Run document search with query 'onboarding incident 12'.", "seed": 45497, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3497", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_5.txt": "seed 3498"}}, "instruction": "Create file /notes/runbook_train_3498.md with content 'entry-train-3498-986'.", "seed": 45498, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_3498.md"}, {"key": "/notes/runbook_train_3498.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3498-986"}], "task_id": "train_files_3498", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 45499, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3499", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4277}}}], "gold_summary": null, "initial_state": {"accounts": {"at3500": {"id": "at3500", "status": "active", "tier": "enterprise"}, "bt3500": {"id": "bt3500", "status": "active", "tier": "basic"}}}, "instruction": "Add customer account nt3500.", "seed": 45500, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3500"}, {"op": "equals", "path": "accounts.nt3500.status", "value": "active"}], "task_id": "train_crud_3500", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3501", "text": "billing incident 16 root cause and mitigation timeline", "title": "Billing Incident Brief 3501"}, {"id": "xt3501", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3501"}]}, "instruction": "Search docs for 'billing incident 16' and inspect top results.", "seed": 45501, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3501", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_2.txt": "seed 3502"}}, "instruction": "Create file /exports/status_train_3502.txt with content 'entry-train-3502-253'.", "seed": 45502, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_3502.txt"}, {"key": "/exports/status_train_3502.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3502-253"}], "task_id": "train_files_3502", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 45503, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3503", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3504": {"id": "at3504", "status": "active", "tier": "basic"}, "bt3504": {"id": "bt3504", "status": "active", "tier": "plus"}}}, "instruction": "Deactivate user account at3504; use reason risk_review.", "seed": 45504, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3504.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3504.closed_reason", "value": "risk_review"}], "task_id": "train_crud_3504", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3505", "text": "retention incident 3 root cause and mitigation timeline", "title": "Retention Incident Brief 3505"}, {"id": "xt3505", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3505"}]}, "instruction": "Run document search with query 'retention incident 3'.", "seed": 45505, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3505", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4283}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_6.txt": "seed 3506"}}, "instruction": "Create file /reports/runbook_train_3506.log with content 'entry-train-3506-168'.", "seed": 45506, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_3506.log"}, {"key": "/reports/runbook_train_3506.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3506-168"}], "task_id": "train_files_3506", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 45507, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3507", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3508": {"id": "at3508", "status": "active", "tier": "basic"}, "bt3508": {"id": "bt3508", "status": "active", "tier": "plus"}}}, "instruction": "Update account at3508 so tier is premium.", "seed": 45508, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3508.tier", "value": "premium"}], "task_id": "train_crud_3508", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3509", "text": "retention incident 7 root cause and mitigation timeline", "title": "Retention Incident Brief 3509"}, {"id": "xt3509", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3509"}]}, "instruction": "Find relevant docs for 'retention incident 7'.", "seed": 45509, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3509", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_3.txt": "seed 3510"}}, "instruction": "Create file /drafts/status_train_3510.log with content 'entry-train-3510-834'.", "seed": 45510, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/status_train_3510.log"}, {"key": "/drafts/status_train_3510.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3510-834"}], "task_id": "train_files_3510", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 45511, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3511", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4289}}}], "gold_summary": null, "initial_state": {"accounts": {"at3512": {"id": "at3512", "status": "active", "tier": "premium"}, "bt3512": {"id": "bt3512", "status": "active", "tier": "plus"}}}, "instruction": "Add customer account nt3512.", "seed": 45512, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3512"}, {"op": "equals", "path": "accounts.nt3512.status", "value": "active"}], "task_id": "train_crud_3512", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3513", "text": "billing incident 11 root cause and mitigation timeline", "title": "Billing Incident Brief 3513"}, {"id": "xt3513", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3513"}]}, "instruction": "Find relevant docs for 'billing incident 11'.", "seed": 45513, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3513", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_0.txt": "seed 3514"}}, "instruction": "Write 'entry-train-3514-333' to /exports/summary_train_3514.txt.", "seed": 45514, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_3514.txt"}, {"key": "/exports/summary_train_3514.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3514-333"}], "task_id": "train_files_3514", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 45515, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3515", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3516": {"id": "at3516", "status": "active", "tier": "premium"}, "bt3516": {"id": "bt3516", "status": "active", "tier": "basic"}}}, "instruction": "Deactivate user account at3516; use reason risk_review.", "seed": 45516, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3516.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3516.closed_reason", "value": "risk_review"}], "task_id": "train_crud_3516", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3517", "text": "billing incident 15 root cause and mitigation timeline", "title": "Billing Incident Brief 3517"}, {"id": "xt3517", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3517"}]}, "instruction": "Search docs for 'billing incident 15' and inspect top results.", "seed": 45517, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3517", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4295}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_4.txt": "seed 3518"}}, "instruction": "Store the text 'entry-train-3518-655' at /snapshots/status_train_3518.txt.", "seed": 45518, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_3518.txt"}, {"key": "/snapshots/status_train_3518.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3518-655"}], "task_id": "train_files_3518", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 45519, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3519", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3520": {"id": "at3520", "status": "active", "tier": "basic"}, "bt3520": {"id": "bt3520", "status": "active", "tier": "enterprise"}}}, "instruction": "Update account at3520 so tier is enterprise.", "seed": 45520, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3520.tier", "value": "enterprise"}], "task_id": "train_crud_3520", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3521", "text": "retention incident 2 root cause and mitigation timeline", "title": "Retention Incident Brief 3521"}, {"id": "xt3521", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3521"}]}, "instruction": "Find relevant docs for 'retention incident 2'.", "seed": 45521, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3521", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 3522"}}, "instruction": "Create file /notes/rollup_train_3522.txt with content 'entry-train-3522-357'.", "seed": 45522, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_3522.txt"}, {"key": "/notes/rollup_train_3522.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3522-357"}], "task_id": "train_files_3522", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 45523, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3523", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4301}}}], "gold_summary": null, "initial_state": {"accounts": {"at3524": {"id": "at3524", "status": "active", "tier": "plus"}, "bt3524": {"id": "bt3524", "status": "active", "tier": "enterprise"}}}, "instruction": "Add customer account nt3524.", "seed": 45524, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3524"}, {"op": "equals", "path": "accounts.nt3524.status", "value": "active"}], "task_id": "train_crud_3524", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3525", "text": "latency incident 6 root cause and mitigation timeline", "title": "Latency Incident Brief 3525"}, {"id": "xt3525", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3525"}]}, "instruction": "Run document search with query 'latency incident 6'.", "seed": 45525, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3525", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_5.txt": "seed 3526"}}, "instruction": "Store the text 'entry-train-3526-381' at /notes/status_train_3526.md.", "seed": 45526, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_train_3526.md"}, {"key": "/notes/status_train_3526.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3526-381"}], "task_id": "train_files_3526", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 45527, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3527", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3528": {"id": "at3528", "status": "active", "tier": "basic"}, "bt3528": {"id": "bt3528", "status": "active", "tier": "enterprise"}}}, "instruction": "Close account at3528 and mark the reason as compliance.", "seed": 45528, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3528.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3528.closed_reason", "value": "compliance"}], "task_id": "train_crud_3528", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3529", "text": "security incident 10 root cause and mitigation timeline", "title": "Security Incident Brief 3529"}, {"id": "xt3529", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3529"}]}, "instruction": "Run document search with query 'security incident 10'.", "seed": 45529, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3529", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4307}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_2.txt": "seed 3530"}}, "instruction": "Store the text 'entry-train-3530-450' at /exports/summary_train_3530.md.", "seed": 45530, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_3530.md"}, {"key": "/exports/summary_train_3530.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3530-450"}], "task_id": "train_files_3530", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 45531, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3531", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3532": {"id": "at3532", "status": "active", "tier": "plus"}, "bt3532": {"id": "bt3532", "status": "active", "tier": "premium"}}}, "instruction": "Patch account at3532 with tier=basic.", "seed": 45532, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3532.tier", "value": "basic"}], "task_id": "train_crud_3532", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3533", "text": "latency incident 14 root cause and mitigation timeline", "title": "Latency Incident Brief 3533"}, {"id": "xt3533", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3533"}]}, "instruction": "Run document search with query 'latency incident 14'.", "seed": 45533, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3533", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_6.txt": "seed 3534"}}, "instruction": "Store the text 'entry-train-3534-315' at /reports/runbook_train_3534.log.", "seed": 45534, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_3534.log"}, {"key": "/reports/runbook_train_3534.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3534-315"}], "task_id": "train_files_3534", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 45535, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3535", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4313}}}], "gold_summary": null, "initial_state": {"accounts": {"at3536": {"id": "at3536", "status": "active", "tier": "enterprise"}, "bt3536": {"id": "bt3536", "status": "active", "tier": "plus"}}}, "instruction": "Add customer account nt3536.", "seed": 45536, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3536"}, {"op": "equals", "path": "accounts.nt3536.status", "value": "active"}], "task_id": "train_crud_3536", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3537", "text": "retention incident 1 root cause and mitigation timeline", "title": "Retention Incident Brief 3537"}, {"id": "xt3537", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3537"}]}, "instruction": "Run document search with query 'retention incident 1'.", "seed": 45537, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3537", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_3.txt": "seed 3538"}}, "instruction": "Create file /notes/rollup_train_3538.log with content 'entry-train-3538-709'.", "seed": 45538, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_3538.log"}, {"key": "/notes/rollup_train_3538.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3538-709"}], "task_id": "train_files_3538", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 45539, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3539", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3540": {"id": "at3540", "status": "active", "tier": "premium"}, "bt3540": {"id": "bt3540", "status": "active", "tier": "premium"}}}, "instruction": "Archive account at3540 by closing it with reason duplicate_account.", "seed": 45540, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3540.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3540.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_3540", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3541", "text": "latency incident 5 root cause and mitigation timeline", "title": "Latency Incident Brief 3541"}, {"id": "xt3541", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3541"}]}, "instruction": "Run document search with query 'latency incident 5'.", "seed": 45541, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3541", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4319}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_0.txt": "seed 3542"}}, "instruction": "Create file /exports/rollup_train_3542.log with content 'entry-train-3542-502'.", "seed": 45542, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_3542.log"}, {"key": "/exports/rollup_train_3542.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3542-502"}], "task_id": "train_files_3542", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 45543, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3543", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3544": {"id": "at3544", "status": "active", "tier": "premium"}, "bt3544": {"id": "bt3544", "status": "active", "tier": "plus"}}}, "instruction": "Set the subscription tier for at3544 to enterprise.", "seed": 45544, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3544.tier", "value": "enterprise"}], "task_id": "train_crud_3544", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3545", "text": "billing incident 9 root cause and mitigation timeline", "title": "Billing Incident Brief 3545"}, {"id": "xt3545", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3545"}]}, "instruction": "Search docs for 'billing incident 9' and inspect top results.", "seed": 45545, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3545", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_4.txt": "seed 3546"}}, "instruction": "Create file /exports/runbook_train_3546.md with content 'entry-train-3546-124'.", "seed": 45546, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_3546.md"}, {"key": "/exports/runbook_train_3546.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3546-124"}], "task_id": "train_files_3546", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 45547, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3547", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4325}}}], "gold_summary": null, "initial_state": {"accounts": {"at3548": {"id": "at3548", "status": "active", "tier": "plus"}, "bt3548": {"id": "bt3548", "status": "active", "tier": "enterprise"}}}, "instruction": "Register account nt3548 with active status.", "seed": 45548, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3548"}, {"op": "equals", "path": "accounts.nt3548.status", "value": "active"}], "task_id": "train_crud_3548", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3549", "text": "billing incident 13 root cause and mitigation timeline", "title": "Billing Incident Brief 3549"}, {"id": "xt3549", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3549"}]}, "instruction": "Search docs for 'billing incident 13' and inspect top results.", "seed": 45549, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3549", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_1.txt": "seed 3550"}}, "instruction": "Store the text 'entry-train-3550-591' at /drafts/runbook_train_3550.log.", "seed": 45550, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_train_3550.log"}, {"key": "/drafts/runbook_train_3550.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3550-591"}], "task_id": "train_files_3550", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 45551, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3551", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3552": {"id": "at3552", "status": "active", "tier": "premium"}, "bt3552": {"id": "bt3552", "status": "active", "tier": "enterprise"}}}, "instruction": "Close account at3552 and mark the reason as user_request.", "seed": 45552, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3552.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3552.closed_reason", "value": "user_request"}], "task_id": "train_crud_3552", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3553", "text": "billing incident 0 root cause and mitigation timeline", "title": "Billing Incident Brief 3553"}, {"id": "xt3553", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3553"}]}, "instruction": "Run document search with query 'billing incident 0'.", "seed": 45553, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3553", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4331}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_5.txt": "seed 3554"}}, "instruction": "Write 'entry-train-3554-391' to /notes/runbook_train_3554.md.", "seed": 45554, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_3554.md"}, {"key": "/notes/runbook_train_3554.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3554-391"}], "task_id": "train_files_3554", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 45555, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3555", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3556": {"id": "at3556", "status": "active", "tier": "enterprise"}, "bt3556": {"id": "bt3556", "status": "active", "tier": "plus"}}}, "instruction": "Patch account at3556 with tier=basic.", "seed": 45556, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3556.tier", "value": "basic"}], "task_id": "train_crud_3556", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3557", "text": "onboarding incident 4 root cause and mitigation timeline", "title": "Onboarding Incident Brief 3557"}, {"id": "xt3557", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3557"}]}, "instruction": "Find relevant docs for 'onboarding incident 4'.", "seed": 45557, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3557", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_2.txt": "seed 3558"}}, "instruction": "Store the text 'entry-train-3558-435' at /reports/rollup_train_3558.txt.", "seed": 45558, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_3558.txt"}, {"key": "/reports/rollup_train_3558.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3558-435"}], "task_id": "train_files_3558", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 45559, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3559", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4337}}}], "gold_summary": null, "initial_state": {"accounts": {"at3560": {"id": "at3560", "status": "active", "tier": "premium"}, "bt3560": {"id": "bt3560", "status": "active", "tier": "basic"}}}, "instruction": "Create a new account with id nt3560.", "seed": 45560, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3560"}, {"op": "equals", "path": "accounts.nt3560.status", "value": "active"}], "task_id": "train_crud_3560", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3561", "text": "billing incident 8 root cause and mitigation timeline", "title": "Billing Incident Brief 3561"}, {"id": "xt3561", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3561"}]}, "instruction": "Run document search with query 'billing incident 8'.", "seed": 45561, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3561", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_6.txt": "seed 3562"}}, "instruction": "Create file /snapshots/status_train_3562.txt with content 'entry-train-3562-428'.", "seed": 45562, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_3562.txt"}, {"key": "/snapshots/status_train_3562.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3562-428"}], "task_id": "train_files_3562", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 45563, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3563", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3564": {"id": "at3564", "status": "active", "tier": "premium"}, "bt3564": {"id": "bt3564", "status": "active", "tier": "basic"}}}, "instruction": "Close account at3564 and mark the reason as risk_review.", "seed": 45564, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3564.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3564.closed_reason", "value": "risk_review"}], "task_id": "train_crud_3564", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3565", "text": "retention incident 12 root cause and mitigation timeline", "title": "Retention Incident Brief 3565"}, {"id": "xt3565", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3565"}]}, "instruction": "Run document search with query 'retention incident 12'.", "seed": 45565, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3565", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4343}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_3.txt": "seed 3566"}}, "instruction": "Store the text 'entry-train-3566-951' at /snapshots/rollup_train_3566.txt.", "seed": 45566, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_3566.txt"}, {"key": "/snapshots/rollup_train_3566.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3566-951"}], "task_id": "train_files_3566", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 45567, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3567", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3568": {"id": "at3568", "status": "active", "tier": "enterprise"}, "bt3568": {"id": "bt3568", "status": "active", "tier": "premium"}}}, "instruction": "Patch account at3568 with tier=basic.", "seed": 45568, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3568.tier", "value": "basic"}], "task_id": "train_crud_3568", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3569", "text": "latency incident 16 root cause and mitigation timeline", "title": "Latency Incident Brief 3569"}, {"id": "xt3569", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3569"}]}, "instruction": "Run document search with query 'latency incident 16'.", "seed": 45569, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3569", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_0.txt": "seed 3570"}}, "instruction": "Store the text 'entry-train-3570-194' at /reports/summary_train_3570.log.", "seed": 45570, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_3570.log"}, {"key": "/reports/summary_train_3570.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3570-194"}], "task_id": "train_files_3570", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 45571, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3571", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4349}}}], "gold_summary": null, "initial_state": {"accounts": {"at3572": {"id": "at3572", "status": "active", "tier": "basic"}, "bt3572": {"id": "bt3572", "status": "active", "tier": "enterprise"}}}, "instruction": "Add customer account nt3572.", "seed": 45572, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3572"}, {"op": "equals", "path": "accounts.nt3572.status", "value": "active"}], "task_id": "train_crud_3572", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3573", "text": "retention incident 3 root cause and mitigation timeline", "title": "Retention Incident Brief 3573"}, {"id": "xt3573", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3573"}]}, "instruction": "Search docs for 'retention incident 3' and inspect top results.", "seed": 45573, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3573", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_4.txt": "seed 3574"}}, "instruction": "Store the text 'entry-train-3574-562' at /snapshots/runbook_train_3574.md.", "seed": 45574, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/runbook_train_3574.md"}, {"key": "/snapshots/runbook_train_3574.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3574-562"}], "task_id": "train_files_3574", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 45575, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3575", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3576": {"id": "at3576", "status": "active", "tier": "premium"}, "bt3576": {"id": "bt3576", "status": "active", "tier": "enterprise"}}}, "instruction": "Deactivate user account at3576; use reason user_request.", "seed": 45576, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3576.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3576.closed_reason", "value": "user_request"}], "task_id": "train_crud_3576", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3577", "text": "onboarding incident 7 root cause and mitigation timeline", "title": "Onboarding Incident Brief 3577"}, {"id": "xt3577", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3577"}]}, "instruction": "Search docs for 'onboarding incident 7' and inspect top results.", "seed": 45577, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3577", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4355}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 3578"}}, "instruction": "Write 'entry-train-3578-108' to /notes/rollup_train_3578.txt.", "seed": 45578, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_3578.txt"}, {"key": "/notes/rollup_train_3578.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3578-108"}], "task_id": "train_files_3578", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 45579, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3579", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3580": {"id": "at3580", "status": "active", "tier": "plus"}, "bt3580": {"id": "bt3580", "status": "active", "tier": "premium"}}}, "instruction": "Patch account at3580 with tier=enterprise.", "seed": 45580, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3580.tier", "value": "enterprise"}], "task_id": "train_crud_3580", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3581", "text": "retention incident 11 root cause and mitigation timeline", "title": "Retention Incident Brief 3581"}, {"id": "xt3581", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3581"}]}, "instruction": "Find relevant docs for 'retention incident 11'.", "seed": 45581, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3581", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_5.txt": "seed 3582"}}, "instruction": "Write 'entry-train-3582-293' to /exports/delta_train_3582.txt.", "seed": 45582, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_train_3582.txt"}, {"key": "/exports/delta_train_3582.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3582-293"}], "task_id": "train_files_3582", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 45583, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3583", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4361}}}], "gold_summary": null, "initial_state": {"accounts": {"at3584": {"id": "at3584", "status": "active", "tier": "basic"}, "bt3584": {"id": "bt3584", "status": "active", "tier": "basic"}}}, "instruction": "Create a new account with id nt3584.", "seed": 45584, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3584"}, {"op": "equals", "path": "accounts.nt3584.status", "value": "active"}], "task_id": "train_crud_3584", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3585", "text": "onboarding incident 15 root cause and mitigation timeline", "title": "Onboarding Incident Brief 3585"}, {"id": "xt3585", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3585"}]}, "instruction": "Search docs for 'onboarding incident 15' and inspect top results.", "seed": 45585, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3585", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_2.txt": "seed 3586"}}, "instruction": "Write 'entry-train-3586-773' to /exports/runbook_train_3586.txt.", "seed": 45586, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_3586.txt"}, {"key": "/exports/runbook_train_3586.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3586-773"}], "task_id": "train_files_3586", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 45587, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3587", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3588": {"id": "at3588", "status": "active", "tier": "plus"}, "bt3588": {"id": "bt3588", "status": "active", "tier": "premium"}}}, "instruction": "Close account at3588 and mark the reason as user_request.", "seed": 45588, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3588.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3588.closed_reason", "value": "user_request"}], "task_id": "train_crud_3588", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3589", "text": "compliance incident 2 root cause and mitigation timeline", "title": "Compliance Incident Brief 3589"}, {"id": "xt3589", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3589"}]}, "instruction": "Run document search with query 'compliance incident 2'.", "seed": 45589, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3589", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4367}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_6.txt": "seed 3590"}}, "instruction": "Store the text 'entry-train-3590-974' at /reports/rollup_train_3590.log.", "seed": 45590, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_3590.log"}, {"key": "/reports/rollup_train_3590.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3590-974"}], "task_id": "train_files_3590", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 45591, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3591", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3592": {"id": "at3592", "status": "active", "tier": "enterprise"}, "bt3592": {"id": "bt3592", "status": "active", "tier": "plus"}}}, "instruction": "Update account at3592 so tier is plus.", "seed": 45592, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3592.tier", "value": "plus"}], "task_id": "train_crud_3592", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3593", "text": "onboarding incident 6 root cause and mitigation timeline", "title": "Onboarding Incident Brief 3593"}, {"id": "xt3593", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3593"}]}, "instruction": "Search docs for 'onboarding incident 6' and inspect top results.", "seed": 45593, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3593", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_3.txt": "seed 3594"}}, "instruction": "Store the text 'entry-train-3594-841' at /drafts/delta_train_3594.log.", "seed": 45594, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_train_3594.log"}, {"key": "/drafts/delta_train_3594.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3594-841"}], "task_id": "train_files_3594", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 45595, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3595", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4373}}}], "gold_summary": null, "initial_state": {"accounts": {"at3596": {"id": "at3596", "status": "active", "tier": "enterprise"}, "bt3596": {"id": "bt3596", "status": "active", "tier": "premium"}}}, "instruction": "Add customer account nt3596.", "seed": 45596, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3596"}, {"op": "equals", "path": "accounts.nt3596.status", "value": "active"}], "task_id": "train_crud_3596", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3597", "text": "latency incident 10 root cause and mitigation timeline", "title": "Latency Incident Brief 3597"}, {"id": "xt3597", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3597"}]}, "instruction": "Search docs for 'latency incident 10' and inspect top results.", "seed": 45597, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3597", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_0.txt": "seed 3598"}}, "instruction": "Create file /drafts/summary_train_3598.log with content 'entry-train-3598-468'.", "seed": 45598, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_3598.log"}, {"key": "/drafts/summary_train_3598.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3598-468"}], "task_id": "train_files_3598", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 45599, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3599", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3600": {"id": "at3600", "status": "active", "tier": "basic"}, "bt3600": {"id": "bt3600", "status": "active", "tier": "enterprise"}}}, "instruction": "Close account at3600 and mark the reason as compliance.", "seed": 45600, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3600.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3600.closed_reason", "value": "compliance"}], "task_id": "train_crud_3600", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3601", "text": "latency incident 14 root cause and mitigation timeline", "title": "Latency Incident Brief 3601"}, {"id": "xt3601", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3601"}]}, "instruction": "Run document search with query 'latency incident 14'.", "seed": 45601, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3601", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4379}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_4.txt": "seed 3602"}}, "instruction": "Write 'entry-train-3602-407' to /reports/rollup_train_3602.log.", "seed": 45602, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_3602.log"}, {"key": "/reports/rollup_train_3602.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3602-407"}], "task_id": "train_files_3602", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 45603, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3603", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3604": {"id": "at3604", "status": "active", "tier": "premium"}, "bt3604": {"id": "bt3604", "status": "active", "tier": "premium"}}}, "instruction": "Update account at3604 so tier is enterprise.", "seed": 45604, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3604.tier", "value": "enterprise"}], "task_id": "train_crud_3604", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3605", "text": "security incident 1 root cause and mitigation timeline", "title": "Security Incident Brief 3605"}, {"id": "xt3605", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3605"}]}, "instruction": "Find relevant docs for 'security incident 1'.", "seed": 45605, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3605", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_1.txt": "seed 3606"}}, "instruction": "Write 'entry-train-3606-259' to /reports/status_train_3606.log.", "seed": 45606, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/status_train_3606.log"}, {"key": "/reports/status_train_3606.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3606-259"}], "task_id": "train_files_3606", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 45607, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3607", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4385}}}], "gold_summary": null, "initial_state": {"accounts": {"at3608": {"id": "at3608", "status": "active", "tier": "plus"}, "bt3608": {"id": "bt3608", "status": "active", "tier": "premium"}}}, "instruction": "Register account nt3608 with active status.", "seed": 45608, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3608"}, {"op": "equals", "path": "accounts.nt3608.status", "value": "active"}], "task_id": "train_crud_3608", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3609", "text": "onboarding incident 5 root cause and mitigation timeline", "title": "Onboarding Incident Brief 3609"}, {"id": "xt3609", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3609"}]}, "instruction": "Search docs for 'onboarding incident 5' and inspect top results.", "seed": 45609, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3609", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_5.txt": "seed 3610"}}, "instruction": "Write 'entry-train-3610-631' to /snapshots/status_train_3610.txt.", "seed": 45610, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_3610.txt"}, {"key": "/snapshots/status_train_3610.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3610-631"}], "task_id": "train_files_3610", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 45611, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3611", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3612": {"id": "at3612", "status": "active", "tier": "enterprise"}, "bt3612": {"id": "bt3612", "status": "active", "tier": "premium"}}}, "instruction": "Archive account at3612 by closing it with reason compliance.", "seed": 45612, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3612.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3612.closed_reason", "value": "compliance"}], "task_id": "train_crud_3612", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3613", "text": "latency incident 9 root cause and mitigation timeline", "title": "Latency Incident Brief 3613"}, {"id": "xt3613", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3613"}]}, "instruction": "Find relevant docs for 'latency incident 9'.", "seed": 45613, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3613", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4391}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_2.txt": "seed 3614"}}, "instruction": "Write 'entry-train-3614-439' to /exports/summary_train_3614.txt.", "seed": 45614, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_3614.txt"}, {"key": "/exports/summary_train_3614.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3614-439"}], "task_id": "train_files_3614", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 45615, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3615", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3616": {"id": "at3616", "status": "active", "tier": "basic"}, "bt3616": {"id": "bt3616", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at3616 with tier=enterprise.", "seed": 45616, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3616.tier", "value": "enterprise"}], "task_id": "train_crud_3616", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3617", "text": "security incident 13 root cause and mitigation timeline", "title": "Security Incident Brief 3617"}, {"id": "xt3617", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3617"}]}, "instruction": "Search docs for 'security incident 13' and inspect top results.", "seed": 45617, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3617", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_6.txt": "seed 3618"}}, "instruction": "Write 'entry-train-3618-529' to /exports/status_train_3618.txt.", "seed": 45618, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_3618.txt"}, {"key": "/exports/status_train_3618.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3618-529"}], "task_id": "train_files_3618", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 45619, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3619", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4397}}}], "gold_summary": null, "initial_state": {"accounts": {"at3620": {"id": "at3620", "status": "active", "tier": "enterprise"}, "bt3620": {"id": "bt3620", "status": "active", "tier": "basic"}}}, "instruction": "Register account nt3620 with active status.", "seed": 45620, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3620"}, {"op": "equals", "path": "accounts.nt3620.status", "value": "active"}], "task_id": "train_crud_3620", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3621", "text": "compliance incident 0 root cause and mitigation timeline", "title": "Compliance Incident Brief 3621"}, {"id": "xt3621", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3621"}]}, "instruction": "Run document search with query 'compliance incident 0'.", "seed": 45621, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3621", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_3.txt": "seed 3622"}}, "instruction": "Create file /drafts/runbook_train_3622.log with content 'entry-train-3622-652'.", "seed": 45622, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_train_3622.log"}, {"key": "/drafts/runbook_train_3622.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3622-652"}], "task_id": "train_files_3622", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 45623, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3623", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3624": {"id": "at3624", "status": "active", "tier": "plus"}, "bt3624": {"id": "bt3624", "status": "active", "tier": "plus"}}}, "instruction": "Close account at3624 and mark the reason as risk_review.", "seed": 45624, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3624.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3624.closed_reason", "value": "risk_review"}], "task_id": "train_crud_3624", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3625", "text": "retention incident 4 root cause and mitigation timeline", "title": "Retention Incident Brief 3625"}, {"id": "xt3625", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3625"}]}, "instruction": "Find relevant docs for 'retention incident 4'.", "seed": 45625, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3625", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4403}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_0.txt": "seed 3626"}}, "instruction": "Write 'entry-train-3626-729' to /reports/rollup_train_3626.md.", "seed": 45626, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_3626.md"}, {"key": "/reports/rollup_train_3626.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3626-729"}], "task_id": "train_files_3626", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 45627, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3627", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3628": {"id": "at3628", "status": "active", "tier": "premium"}, "bt3628": {"id": "bt3628", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at3628 with tier=plus.", "seed": 45628, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3628.tier", "value": "plus"}], "task_id": "train_crud_3628", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3629", "text": "security incident 8 root cause and mitigation timeline", "title": "Security Incident Brief 3629"}, {"id": "xt3629", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3629"}]}, "instruction": "Run document search with query 'security incident 8'.", "seed": 45629, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3629", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_4.txt": "seed 3630"}}, "instruction": "Write 'entry-train-3630-854' to /exports/status_train_3630.log.", "seed": 45630, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_3630.log"}, {"key": "/exports/status_train_3630.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3630-854"}], "task_id": "train_files_3630", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 45631, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3631", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4409}}}], "gold_summary": null, "initial_state": {"accounts": {"at3632": {"id": "at3632", "status": "active", "tier": "basic"}, "bt3632": {"id": "bt3632", "status": "active", "tier": "basic"}}}, "instruction": "Create a new account with id nt3632.", "seed": 45632, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3632"}, {"op": "equals", "path": "accounts.nt3632.status", "value": "active"}], "task_id": "train_crud_3632", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3633", "text": "security incident 12 root cause and mitigation timeline", "title": "Security Incident Brief 3633"}, {"id": "xt3633", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3633"}]}, "instruction": "Run document search with query 'security incident 12'.", "seed": 45633, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3633", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_1.txt": "seed 3634"}}, "instruction": "Create file /reports/delta_train_3634.md with content 'entry-train-3634-595'.", "seed": 45634, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/delta_train_3634.md"}, {"key": "/reports/delta_train_3634.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3634-595"}], "task_id": "train_files_3634", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 45635, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3635", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3636": {"id": "at3636", "status": "active", "tier": "enterprise"}, "bt3636": {"id": "bt3636", "status": "active", "tier": "premium"}}}, "instruction": "Close account at3636 and mark the reason as compliance.", "seed": 45636, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3636.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3636.closed_reason", "value": "compliance"}], "task_id": "train_crud_3636", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3637", "text": "retention incident 16 root cause and mitigation timeline", "title": "Retention Incident Brief 3637"}, {"id": "xt3637", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3637"}]}, "instruction": "Find relevant docs for 'retention incident 16'.", "seed": 45637, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3637", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4415}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_5.txt": "seed 3638"}}, "instruction": "Create file /notes/runbook_train_3638.md with content 'entry-train-3638-290'.", "seed": 45638, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_3638.md"}, {"key": "/notes/runbook_train_3638.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3638-290"}], "task_id": "train_files_3638", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 45639, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3639", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3640": {"id": "at3640", "status": "active", "tier": "basic"}, "bt3640": {"id": "bt3640", "status": "active", "tier": "premium"}}}, "instruction": "Patch account at3640 with tier=enterprise.", "seed": 45640, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3640.tier", "value": "enterprise"}], "task_id": "train_crud_3640", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3641", "text": "billing incident 3 root cause and mitigation timeline", "title": "Billing Incident Brief 3641"}, {"id": "xt3641", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3641"}]}, "instruction": "Run document search with query 'billing incident 3'.", "seed": 45641, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3641", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_2.txt": "seed 3642"}}, "instruction": "Write 'entry-train-3642-196' to /reports/delta_train_3642.txt.", "seed": 45642, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/delta_train_3642.txt"}, {"key": "/reports/delta_train_3642.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3642-196"}], "task_id": "train_files_3642", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 45643, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3643", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4421}}}], "gold_summary": null, "initial_state": {"accounts": {"at3644": {"id": "at3644", "status": "active", "tier": "premium"}, "bt3644": {"id": "bt3644", "status": "active", "tier": "premium"}}}, "instruction": "Register account nt3644 with active status.", "seed": 45644, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3644"}, {"op": "equals", "path": "accounts.nt3644.status", "value": "active"}], "task_id": "train_crud_3644", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_6.txt": "seed 3646"}}, "instruction": "Store the text 'entry-train-3646-507' at /reports/delta_train_3646.txt.", "seed": 45646, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/delta_train_3646.txt"}, {"key": "/reports/delta_train_3646.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3646-507"}], "task_id": "train_files_3646", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 45647, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3647", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3648": {"id": "at3648", "status": "active", "tier": "premium"}, "bt3648": {"id": "bt3648", "status": "active", "tier": "plus"}}}, "instruction": "Archive account at3648 by closing it with reason user_request.", "seed": 45648, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3648.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3648.closed_reason", "value": "user_request"}], "task_id": "train_crud_3648", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3649", "text": "latency incident 11 root cause and mitigation timeline", "title": "Latency Incident Brief 3649"}, {"id": "xt3649", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3649"}]}, "instruction": "Search docs for 'latency incident 11' and inspect top results.", "seed": 45649, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3649", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4427}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_3.txt": "seed 3650"}}, "instruction": "Write 'entry-train-3650-262' to /notes/status_train_3650.md.", "seed": 45650, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_train_3650.md"}, {"key": "/notes/status_train_3650.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3650-262"}], "task_id": "train_files_3650", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 45651, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3651", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3652": {"id": "at3652", "status": "active", "tier": "plus"}, "bt3652": {"id": "bt3652", "status": "active", "tier": "enterprise"}}}, "instruction": "Update account at3652 so tier is enterprise.", "seed": 45652, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3652.tier", "value": "enterprise"}], "task_id": "train_crud_3652", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3653", "text": "billing incident 15 root cause and mitigation timeline", "title": "Billing Incident Brief 3653"}, {"id": "xt3653", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3653"}]}, "instruction": "Run document search with query 'billing incident 15'.", "seed": 45653, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3653", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_0.txt": "seed 3654"}}, "instruction": "Create file /snapshots/delta_train_3654.md with content 'entry-train-3654-587'.", "seed": 45654, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/delta_train_3654.md"}, {"key": "/snapshots/delta_train_3654.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3654-587"}], "task_id": "train_files_3654", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 45655, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3655", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4433}}}], "gold_summary": null, "initial_state": {"accounts": {"at3656": {"id": "at3656", "status": "active", "tier": "basic"}, "bt3656": {"id": "bt3656", "status": "active", "tier": "premium"}}}, "instruction": "Create a new account with id nt3656.", "seed": 45656, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3656"}, {"op": "equals", "path": "accounts.nt3656.status", "value": "active"}], "task_id": "train_crud_3656", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3657", "text": "retention incident 2 root cause and mitigation timeline", "title": "Retention Incident Brief 3657"}, {"id": "xt3657", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3657"}]}, "instruction": "Find relevant docs for 'retention incident 2'.", "seed": 45657, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3657", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_4.txt": "seed 3658"}}, "instruction": "Write 'entry-train-3658-243' to /reports/summary_train_3658.md.", "seed": 45658, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_3658.md"}, {"key": "/reports/summary_train_3658.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3658-243"}], "task_id": "train_files_3658", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 45659, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3659", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3660": {"id": "at3660", "status": "active", "tier": "enterprise"}, "bt3660": {"id": "bt3660", "status": "active", "tier": "plus"}}}, "instruction": "Deactivate user account at3660; use reason risk_review.", "seed": 45660, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3660.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3660.closed_reason", "value": "risk_review"}], "task_id": "train_crud_3660", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3661", "text": "billing incident 6 root cause and mitigation timeline", "title": "Billing Incident Brief 3661"}, {"id": "xt3661", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3661"}]}, "instruction": "Run document search with query 'billing incident 6'.", "seed": 45661, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3661", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4439}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_1.txt": "seed 3662"}}, "instruction": "Store the text 'entry-train-3662-843' at /drafts/rollup_train_3662.txt.", "seed": 45662, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_3662.txt"}, {"key": "/drafts/rollup_train_3662.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3662-843"}], "task_id": "train_files_3662", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 45663, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3663", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3664": {"id": "at3664", "status": "active", "tier": "plus"}, "bt3664": {"id": "bt3664", "status": "active", "tier": "premium"}}}, "instruction": "Set the subscription tier for at3664 to enterprise.", "seed": 45664, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3664.tier", "value": "enterprise"}], "task_id": "train_crud_3664", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3665", "text": "retention incident 10 root cause and mitigation timeline", "title": "Retention Incident Brief 3665"}, {"id": "xt3665", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3665"}]}, "instruction": "Find relevant docs for 'retention incident 10'.", "seed": 45665, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3665", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_5.txt": "seed 3666"}}, "instruction": "Store the text 'entry-train-3666-890' at /exports/delta_train_3666.txt.", "seed": 45666, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_train_3666.txt"}, {"key": "/exports/delta_train_3666.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3666-890"}], "task_id": "train_files_3666", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 45667, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3667", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4445}}}], "gold_summary": null, "initial_state": {"accounts": {"at3668": {"id": "at3668", "status": "active", "tier": "enterprise"}, "bt3668": {"id": "bt3668", "status": "active", "tier": "basic"}}}, "instruction": "Add customer account nt3668.", "seed": 45668, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3668"}, {"op": "equals", "path": "accounts.nt3668.status", "value": "active"}], "task_id": "train_crud_3668", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3669", "text": "retention incident 14 root cause and mitigation timeline", "title": "Retention Incident Brief 3669"}, {"id": "xt3669", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3669"}]}, "instruction": "Run document search with query 'retention incident 14'.", "seed": 45669, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3669", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_2.txt": "seed 3670"}}, "instruction": "Create file /drafts/summary_train_3670.log with content 'entry-train-3670-449'.", "seed": 45670, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_3670.log"}, {"key": "/drafts/summary_train_3670.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3670-449"}], "task_id": "train_files_3670", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 45671, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3671", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3672": {"id": "at3672", "status": "active", "tier": "enterprise"}, "bt3672": {"id": "bt3672", "status": "active", "tier": "plus"}}}, "instruction": "Deactivate user account at3672; use reason compliance.", "seed": 45672, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3672.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3672.closed_reason", "value": "compliance"}], "task_id": "train_crud_3672", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3673", "text": "security incident 1 root cause and mitigation timeline", "title": "Security Incident Brief 3673"}, {"id": "xt3673", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3673"}]}, "instruction": "Search docs for 'security incident 1' and inspect top results.", "seed": 45673, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3673", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4451}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_6.txt": "seed 3674"}}, "instruction": "Create file /reports/delta_train_3674.log with content 'entry-train-3674-985'.", "seed": 45674, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/delta_train_3674.log"}, {"key": "/reports/delta_train_3674.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3674-985"}], "task_id": "train_files_3674", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 45675, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3675", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3676": {"id": "at3676", "status": "active", "tier": "basic"}, "bt3676": {"id": "bt3676", "status": "active", "tier": "basic"}}}, "instruction": "Set the subscription tier for at3676 to enterprise.", "seed": 45676, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3676.tier", "value": "enterprise"}], "task_id": "train_crud_3676", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3677", "text": "latency incident 5 root cause and mitigation timeline", "title": "Latency Incident Brief 3677"}, {"id": "xt3677", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3677"}]}, "instruction": "Run document search with query 'latency incident 5'.", "seed": 45677, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3677", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4457}}}], "gold_summary": null, "initial_state": {"accounts": {"at3680": {"id": "at3680", "status": "active", "tier": "enterprise"}, "bt3680": {"id": "bt3680", "status": "active", "tier": "enterprise"}}}, "instruction": "Add customer account nt3680.", "seed": 45680, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3680"}, {"op": "equals", "path": "accounts.nt3680.status", "value": "active"}], "task_id": "train_crud_3680", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3681", "text": "latency incident 9 root cause and mitigation timeline", "title": "Latency Incident Brief 3681"}, {"id": "xt3681", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3681"}]}, "instruction": "Find relevant docs for 'latency incident 9'.", "seed": 45681, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3681", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_0.txt": "seed 3682"}}, "instruction": "Store the text 'entry-train-3682-957' at /snapshots/delta_train_3682.log.", "seed": 45682, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/delta_train_3682.log"}, {"key": "/snapshots/delta_train_3682.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3682-957"}], "task_id": "train_files_3682", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 45683, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3683", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3684": {"id": "at3684", "status": "active", "tier": "basic"}, "bt3684": {"id": "bt3684", "status": "active", "tier": "basic"}}}, "instruction": "Close account at3684 and mark the reason as user_request.", "seed": 45684, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3684.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3684.closed_reason", "value": "user_request"}], "task_id": "train_crud_3684", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3685", "text": "security incident 13 root cause and mitigation timeline", "title": "Security Incident Brief 3685"}, {"id": "xt3685", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3685"}]}, "instruction": "Find relevant docs for 'security incident 13'.", "seed": 45685, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3685", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4463}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_4.txt": "seed 3686"}}, "instruction": "Store the text 'entry-train-3686-835' at /notes/rollup_train_3686.md.", "seed": 45686, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_3686.md"}, {"key": "/notes/rollup_train_3686.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3686-835"}], "task_id": "train_files_3686", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 45687, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3687", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3688": {"id": "at3688", "status": "active", "tier": "basic"}, "bt3688": {"id": "bt3688", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at3688 with tier=premium.", "seed": 45688, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3688.tier", "value": "premium"}], "task_id": "train_crud_3688", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3689", "text": "security incident 0 root cause and mitigation timeline", "title": "Security Incident Brief 3689"}, {"id": "xt3689", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3689"}]}, "instruction": "Search docs for 'security incident 0' and inspect top results.", "seed": 45689, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3689", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_1.txt": "seed 3690"}}, "instruction": "Create file /reports/runbook_train_3690.txt with content 'entry-train-3690-399'.", "seed": 45690, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_3690.txt"}, {"key": "/reports/runbook_train_3690.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3690-399"}], "task_id": "train_files_3690", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 45691, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3691", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4469}}}], "gold_summary": null, "initial_state": {"accounts": {"at3692": {"id": "at3692", "status": "active", "tier": "premium"}, "bt3692": {"id": "bt3692", "status": "active", "tier": "plus"}}}, "instruction": "Register account nt3692 with active status.", "seed": 45692, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3692"}, {"op": "equals", "path": "accounts.nt3692.status", "value": "active"}], "task_id": "train_crud_3692", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3693", "text": "compliance incident 4 root cause and mitigation timeline", "title": "Compliance Incident Brief 3693"}, {"id": "xt3693", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3693"}]}, "instruction": "Run document search with query 'compliance incident 4'.", "seed": 45693, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3693", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_5.txt": "seed 3694"}}, "instruction": "Store the text 'entry-train-3694-314' at /snapshots/runbook_train_3694.txt.", "seed": 45694, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/runbook_train_3694.txt"}, {"key": "/snapshots/runbook_train_3694.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3694-314"}], "task_id": "train_files_3694", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 45695, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3695", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3696": {"id": "at3696", "status": "active", "tier": "basic"}, "bt3696": {"id": "bt3696", "status": "active", "tier": "premium"}}}, "instruction": "Deactivate user account at3696; use reason risk_review.", "seed": 45696, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3696.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3696.closed_reason", "value": "risk_review"}], "task_id": "train_crud_3696", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3697", "text": "latency incident 8 root cause and mitigation timeline", "title": "Latency Incident Brief 3697"}, {"id": "xt3697", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3697"}]}, "instruction": "Find relevant docs for 'latency incident 8'.", "seed": 45697, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3697", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4475}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_2.txt": "seed 3698"}}, "instruction": "Create file /reports/rollup_train_3698.md with content 'entry-train-3698-736'.", "seed": 45698, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_3698.md"}, {"key": "/reports/rollup_train_3698.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3698-736"}], "task_id": "train_files_3698", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 45699, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3699", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3700": {"id": "at3700", "status": "active", "tier": "enterprise"}, "bt3700": {"id": "bt3700", "status": "active", "tier": "premium"}}}, "instruction": "Set the subscription tier for at3700 to plus.", "seed": 45700, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3700.tier", "value": "plus"}], "task_id": "train_crud_3700", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3701", "text": "security incident 12 root cause and mitigation timeline", "title": "Security Incident Brief 3701"}, {"id": "xt3701", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3701"}]}, "instruction": "Run document search with query 'security incident 12'.", "seed": 45701, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3701", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_6.txt": "seed 3702"}}, "instruction": "Create file /reports/summary_train_3702.txt with content 'entry-train-3702-695'.", "seed": 45702, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_3702.txt"}, {"key": "/reports/summary_train_3702.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3702-695"}], "task_id": "train_files_3702", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 45703, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3703", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4481}}}], "gold_summary": null, "initial_state": {"accounts": {"at3704": {"id": "at3704", "status": "active", "tier": "plus"}, "bt3704": {"id": "bt3704", "status": "active", "tier": "basic"}}}, "instruction": "Create a new account with id nt3704.", "seed": 45704, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3704"}, {"op": "equals", "path": "accounts.nt3704.status", "value": "active"}], "task_id": "train_crud_3704", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3705", "text": "billing incident 16 root cause and mitigation timeline", "title": "Billing Incident Brief 3705"}, {"id": "xt3705", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3705"}]}, "instruction": "Find relevant docs for 'billing incident 16'.", "seed": 45705, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3705", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_3.txt": "seed 3706"}}, "instruction": "Store the text 'entry-train-3706-249' at /notes/rollup_train_3706.md.", "seed": 45706, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_3706.md"}, {"key": "/notes/rollup_train_3706.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3706-249"}], "task_id": "train_files_3706", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 45707, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3707", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3708": {"id": "at3708", "status": "active", "tier": "enterprise"}, "bt3708": {"id": "bt3708", "status": "active", "tier": "premium"}}}, "instruction": "Deactivate user account at3708; use reason user_request.", "seed": 45708, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3708.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3708.closed_reason", "value": "user_request"}], "task_id": "train_crud_3708", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3709", "text": "security incident 3 root cause and mitigation timeline", "title": "Security Incident Brief 3709"}, {"id": "xt3709", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3709"}]}, "instruction": "Search docs for 'security incident 3' and inspect top results.", "seed": 45709, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3709", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4487}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_0.txt": "seed 3710"}}, "instruction": "Create file /drafts/delta_train_3710.txt with content 'entry-train-3710-783'.", "seed": 45710, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_train_3710.txt"}, {"key": "/drafts/delta_train_3710.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3710-783"}], "task_id": "train_files_3710", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 45711, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3711", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3712": {"id": "at3712", "status": "active", "tier": "plus"}, "bt3712": {"id": "bt3712", "status": "active", "tier": "plus"}}}, "instruction": "Set the subscription tier for at3712 to basic.", "seed": 45712, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3712.tier", "value": "basic"}], "task_id": "train_crud_3712", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3713", "text": "security incident 7 root cause and mitigation timeline", "title": "Security Incident Brief 3713"}, {"id": "xt3713", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3713"}]}, "instruction": "Run document search with query 'security incident 7'.", "seed": 45713, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3713", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_4.txt": "seed 3714"}}, "instruction": "Create file /drafts/summary_train_3714.log with content 'entry-train-3714-594'.", "seed": 45714, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_3714.log"}, {"key": "/drafts/summary_train_3714.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3714-594"}], "task_id": "train_files_3714", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 45715, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3715", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4493}}}], "gold_summary": null, "initial_state": {"accounts": {"at3716": {"id": "at3716", "status": "active", "tier": "plus"}, "bt3716": {"id": "bt3716", "status": "active", "tier": "plus"}}}, "instruction": "Add customer account nt3716.", "seed": 45716, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3716"}, {"op": "equals", "path": "accounts.nt3716.status", "value": "active"}], "task_id": "train_crud_3716", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 3718"}}, "instruction": "Store the text 'entry-train-3718-367' at /notes/rollup_train_3718.log.", "seed": 45718, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_3718.log"}, {"key": "/notes/rollup_train_3718.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3718-367"}], "task_id": "train_files_3718", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 45719, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3719", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3720": {"id": "at3720", "status": "active", "tier": "plus"}, "bt3720": {"id": "bt3720", "status": "active", "tier": "premium"}}}, "instruction": "Archive account at3720 by closing it with reason user_request.", "seed": 45720, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3720.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3720.closed_reason", "value": "user_request"}], "task_id": "train_crud_3720", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3721", "text": "security incident 15 root cause and mitigation timeline", "title": "Security Incident Brief 3721"}, {"id": "xt3721", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3721"}]}, "instruction": "Find relevant docs for 'security incident 15'.", "seed": 45721, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3721", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4499}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_5.txt": "seed 3722"}}, "instruction": "Write 'entry-train-3722-231' to /drafts/delta_train_3722.log.", "seed": 45722, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_train_3722.log"}, {"key": "/drafts/delta_train_3722.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3722-231"}], "task_id": "train_files_3722", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 45723, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3723", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3724": {"id": "at3724", "status": "active", "tier": "basic"}, "bt3724": {"id": "bt3724", "status": "active", "tier": "plus"}}}, "instruction": "Patch account at3724 with tier=enterprise.", "seed": 45724, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3724.tier", "value": "enterprise"}], "task_id": "train_crud_3724", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3725", "text": "retention incident 2 root cause and mitigation timeline", "title": "Retention Incident Brief 3725"}, {"id": "xt3725", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3725"}]}, "instruction": "Search docs for 'retention incident 2' and inspect top results.", "seed": 45725, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3725", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4505}}}], "gold_summary": null, "initial_state": {"accounts": {"at3728": {"id": "at3728", "status": "active", "tier": "enterprise"}, "bt3728": {"id": "bt3728", "status": "active", "tier": "plus"}}}, "instruction": "Create a new account with id nt3728.", "seed": 45728, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3728"}, {"op": "equals", "path": "accounts.nt3728.status", "value": "active"}], "task_id": "train_crud_3728", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3732": {"id": "at3732", "status": "active", "tier": "premium"}, "bt3732": {"id": "bt3732", "status": "active", "tier": "premium"}}}, "instruction": "Archive account at3732 by closing it with reason user_request.", "seed": 45732, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3732.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3732.closed_reason", "value": "user_request"}], "task_id": "train_crud_3732", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3733", "text": "onboarding incident 10 root cause and mitigation timeline", "title": "Onboarding Incident Brief 3733"}, {"id": "xt3733", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3733"}]}, "instruction": "Run document search with query 'onboarding incident 10'.", "seed": 45733, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3733", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4511}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_3.txt": "seed 3734"}}, "instruction": "Create file /drafts/rollup_train_3734.txt with content 'entry-train-3734-777'.", "seed": 45734, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_3734.txt"}, {"key": "/drafts/rollup_train_3734.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3734-777"}], "task_id": "train_files_3734", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 45735, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3735", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3736": {"id": "at3736", "status": "active", "tier": "plus"}, "bt3736": {"id": "bt3736", "status": "active", "tier": "enterprise"}}}, "instruction": "Update account at3736 so tier is enterprise.", "seed": 45736, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3736.tier", "value": "enterprise"}], "task_id": "train_crud_3736", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3737", "text": "billing incident 14 root cause and mitigation timeline", "title": "Billing Incident Brief 3737"}, {"id": "xt3737", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3737"}]}, "instruction": "Search docs for 'billing incident 14' and inspect top results.", "seed": 45737, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3737", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_0.txt": "seed 3738"}}, "instruction": "Write 'entry-train-3738-893' to /exports/delta_train_3738.txt.", "seed": 45738, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_train_3738.txt"}, {"key": "/exports/delta_train_3738.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3738-893"}], "task_id": "train_files_3738", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 45739, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3739", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4517}}}], "gold_summary": null, "initial_state": {"accounts": {"at3740": {"id": "at3740", "status": "active", "tier": "plus"}, "bt3740": {"id": "bt3740", "status": "active", "tier": "plus"}}}, "instruction": "Create a new account with id nt3740.", "seed": 45740, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3740"}, {"op": "equals", "path": "accounts.nt3740.status", "value": "active"}], "task_id": "train_crud_3740", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3741", "text": "onboarding incident 1 root cause and mitigation timeline", "title": "Onboarding Incident Brief 3741"}, {"id": "xt3741", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3741"}]}, "instruction": "Search docs for 'onboarding incident 1' and inspect top results.", "seed": 45741, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3741", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_4.txt": "seed 3742"}}, "instruction": "Create file /reports/rollup_train_3742.log with content 'entry-train-3742-222'.", "seed": 45742, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_3742.log"}, {"key": "/reports/rollup_train_3742.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3742-222"}], "task_id": "train_files_3742", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 45743, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3743", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3744": {"id": "at3744", "status": "active", "tier": "enterprise"}, "bt3744": {"id": "bt3744", "status": "active", "tier": "enterprise"}}}, "instruction": "Close account at3744 and mark the reason as compliance.", "seed": 45744, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3744.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3744.closed_reason", "value": "compliance"}], "task_id": "train_crud_3744", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3745", "text": "latency incident 5 root cause and mitigation timeline", "title": "Latency Incident Brief 3745"}, {"id": "xt3745", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3745"}]}, "instruction": "Search docs for 'latency incident 5' and inspect top results.", "seed": 45745, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3745", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4523}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_1.txt": "seed 3746"}}, "instruction": "Create file /exports/runbook_train_3746.txt with content 'entry-train-3746-824'.", "seed": 45746, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_3746.txt"}, {"key": "/exports/runbook_train_3746.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3746-824"}], "task_id": "train_files_3746", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 45747, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3747", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3748": {"id": "at3748", "status": "active", "tier": "premium"}, "bt3748": {"id": "bt3748", "status": "active", "tier": "plus"}}}, "instruction": "Update account at3748 so tier is plus.", "seed": 45748, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3748.tier", "value": "plus"}], "task_id": "train_crud_3748", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3749", "text": "retention incident 9 root cause and mitigation timeline", "title": "Retention Incident Brief 3749"}, {"id": "xt3749", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3749"}]}, "instruction": "Run document search with query 'retention incident 9'.", "seed": 45749, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3749", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_5.txt": "seed 3750"}}, "instruction": "Write 'entry-train-3750-363' to /snapshots/summary_train_3750.log.", "seed": 45750, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/summary_train_3750.log"}, {"key": "/snapshots/summary_train_3750.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3750-363"}], "task_id": "train_files_3750", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 45751, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3751", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4529}}}], "gold_summary": null, "initial_state": {"accounts": {"at3752": {"id": "at3752", "status": "active", "tier": "premium"}, "bt3752": {"id": "bt3752", "status": "active", "tier": "plus"}}}, "instruction": "Create a new account with id nt3752.", "seed": 45752, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3752"}, {"op": "equals", "path": "accounts.nt3752.status", "value": "active"}], "task_id": "train_crud_3752", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3753", "text": "onboarding incident 13 root cause and mitigation timeline", "title": "Onboarding Incident Brief 3753"}, {"id": "xt3753", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3753"}]}, "instruction": "Search docs for 'onboarding incident 13' and inspect top results.", "seed": 45753, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3753", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_2.txt": "seed 3754"}}, "instruction": "Store the text 'entry-train-3754-128' at /exports/rollup_train_3754.md.", "seed": 45754, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_3754.md"}, {"key": "/exports/rollup_train_3754.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3754-128"}], "task_id": "train_files_3754", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 45755, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3755", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3756": {"id": "at3756", "status": "active", "tier": "enterprise"}, "bt3756": {"id": "bt3756", "status": "active", "tier": "plus"}}}, "instruction": "Close account at3756 and mark the reason as duplicate_account.", "seed": 45756, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3756.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3756.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_3756", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3757", "text": "retention incident 0 root cause and mitigation timeline", "title": "Retention Incident Brief 3757"}, {"id": "xt3757", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3757"}]}, "instruction": "Find relevant docs for 'retention incident 0'.", "seed": 45757, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3757", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4535}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_6.txt": "seed 3758"}}, "instruction": "Store the text 'entry-train-3758-551' at /exports/delta_train_3758.txt.", "seed": 45758, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_train_3758.txt"}, {"key": "/exports/delta_train_3758.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3758-551"}], "task_id": "train_files_3758", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 45759, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3759", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3760": {"id": "at3760", "status": "active", "tier": "basic"}, "bt3760": {"id": "bt3760", "status": "active", "tier": "basic"}}}, "instruction": "Patch account at3760 with tier=enterprise.", "seed": 45760, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3760.tier", "value": "enterprise"}], "task_id": "train_crud_3760", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3761", "text": "latency incident 4 root cause and mitigation timeline", "title": "Latency Incident Brief 3761"}, {"id": "xt3761", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3761"}]}, "instruction": "Search docs for 'latency incident 4' and inspect top results.", "seed": 45761, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3761", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 3762"}}, "instruction": "Write 'entry-train-3762-630' to /exports/status_train_3762.log.", "seed": 45762, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_3762.log"}, {"key": "/exports/status_train_3762.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3762-630"}], "task_id": "train_files_3762", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 45763, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3763", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4541}}}], "gold_summary": null, "initial_state": {"accounts": {"at3764": {"id": "at3764", "status": "active", "tier": "plus"}, "bt3764": {"id": "bt3764", "status": "active", "tier": "premium"}}}, "instruction": "Register account nt3764 with active status.", "seed": 45764, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3764"}, {"op": "equals", "path": "accounts.nt3764.status", "value": "active"}], "task_id": "train_crud_3764", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3765", "text": "retention incident 8 root cause and mitigation timeline", "title": "Retention Incident Brief 3765"}, {"id": "xt3765", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3765"}]}, "instruction": "Run document search with query 'retention incident 8'.", "seed": 45765, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3765", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_0.txt": "seed 3766"}}, "instruction": "Write 'entry-train-3766-667' to /snapshots/summary_train_3766.log.", "seed": 45766, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/summary_train_3766.log"}, {"key": "/snapshots/summary_train_3766.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3766-667"}], "task_id": "train_files_3766", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 45767, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3767", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3768": {"id": "at3768", "status": "active", "tier": "enterprise"}, "bt3768": {"id": "bt3768", "status": "active", "tier": "enterprise"}}}, "instruction": "Deactivate user account at3768; use reason user_request.", "seed": 45768, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3768.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3768.closed_reason", "value": "user_request"}], "task_id": "train_crud_3768", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3769", "text": "billing incident 12 root cause and mitigation timeline", "title": "Billing Incident Brief 3769"}, {"id": "xt3769", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3769"}]}, "instruction": "Find relevant docs for 'billing incident 12'.", "seed": 45769, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3769", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4547}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_4.txt": "seed 3770"}}, "instruction": "Store the text 'entry-train-3770-193' at /notes/summary_train_3770.log.", "seed": 45770, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_3770.log"}, {"key": "/notes/summary_train_3770.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3770-193"}], "task_id": "train_files_3770", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 45771, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3771", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3772": {"id": "at3772", "status": "active", "tier": "enterprise"}, "bt3772": {"id": "bt3772", "status": "active", "tier": "plus"}}}, "instruction": "Set the subscription tier for at3772 to premium.", "seed": 45772, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3772.tier", "value": "premium"}], "task_id": "train_crud_3772", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3773", "text": "security incident 16 root cause and mitigation timeline", "title": "Security Incident Brief 3773"}, {"id": "xt3773", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3773"}]}, "instruction": "Search docs for 'security incident 16' and inspect top results.", "seed": 45773, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3773", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_1.txt": "seed 3774"}}, "instruction": "Create file /exports/rollup_train_3774.md with content 'entry-train-3774-545'.", "seed": 45774, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_3774.md"}, {"key": "/exports/rollup_train_3774.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3774-545"}], "task_id": "train_files_3774", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 45775, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3775", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4553}}}], "gold_summary": null, "initial_state": {"accounts": {"at3776": {"id": "at3776", "status": "active", "tier": "basic"}, "bt3776": {"id": "bt3776", "status": "active", "tier": "enterprise"}}}, "instruction": "Add customer account nt3776.", "seed": 45776, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3776"}, {"op": "equals", "path": "accounts.nt3776.status", "value": "active"}], "task_id": "train_crud_3776", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3777", "text": "compliance incident 3 root cause and mitigation timeline", "title": "Compliance Incident Brief 3777"}, {"id": "xt3777", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3777"}]}, "instruction": "Run document search with query 'compliance incident 3'.", "seed": 45777, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3777", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_5.txt": "seed 3778"}}, "instruction": "Write 'entry-train-3778-951' to /exports/summary_train_3778.log.", "seed": 45778, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_3778.log"}, {"key": "/exports/summary_train_3778.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3778-951"}], "task_id": "train_files_3778", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 45779, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3779", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3780": {"id": "at3780", "status": "active", "tier": "plus"}, "bt3780": {"id": "bt3780", "status": "active", "tier": "premium"}}}, "instruction": "Archive account at3780 by closing it with reason user_request.", "seed": 45780, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3780.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3780.closed_reason", "value": "user_request"}], "task_id": "train_crud_3780", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3781", "text": "billing incident 7 root cause and mitigation timeline", "title": "Billing Incident Brief 3781"}, {"id": "xt3781", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3781"}]}, "instruction": "Run document search with query 'billing incident 7'.", "seed": 45781, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3781", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4559}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_2.txt": "seed 3782"}}, "instruction": "Write 'entry-train-3782-650' to /snapshots/status_train_3782.md.", "seed": 45782, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_3782.md"}, {"key": "/snapshots/status_train_3782.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3782-650"}], "task_id": "train_files_3782", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 45783, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3783", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3784": {"id": "at3784", "status": "active", "tier": "premium"}, "bt3784": {"id": "bt3784", "status": "active", "tier": "basic"}}}, "instruction": "Update account at3784 so tier is enterprise.", "seed": 45784, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3784.tier", "value": "enterprise"}], "task_id": "train_crud_3784", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3785", "text": "compliance incident 11 root cause and mitigation timeline", "title": "Compliance Incident Brief 3785"}, {"id": "xt3785", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3785"}]}, "instruction": "Search docs for 'compliance incident 11' and inspect top results.", "seed": 45785, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3785", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_6.txt": "seed 3786"}}, "instruction": "Create file /exports/summary_train_3786.log with content 'entry-train-3786-308'.", "seed": 45786, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_3786.log"}, {"key": "/exports/summary_train_3786.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3786-308"}], "task_id": "train_files_3786", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 45787, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3787", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4565}}}], "gold_summary": null, "initial_state": {"accounts": {"at3788": {"id": "at3788", "status": "active", "tier": "basic"}, "bt3788": {"id": "bt3788", "status": "active", "tier": "plus"}}}, "instruction": "Add customer account nt3788.", "seed": 45788, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3788"}, {"op": "equals", "path": "accounts.nt3788.status", "value": "active"}], "task_id": "train_crud_3788", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3789", "text": "billing incident 15 root cause and mitigation timeline", "title": "Billing Incident Brief 3789"}, {"id": "xt3789", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3789"}]}, "instruction": "Search docs for 'billing incident 15' and inspect top results.", "seed": 45789, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3789", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_3.txt": "seed 3790"}}, "instruction": "Write 'entry-train-3790-499' to /drafts/runbook_train_3790.txt.", "seed": 45790, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_train_3790.txt"}, {"key": "/drafts/runbook_train_3790.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3790-499"}], "task_id": "train_files_3790", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 45791, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3791", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3792": {"id": "at3792", "status": "active", "tier": "plus"}, "bt3792": {"id": "bt3792", "status": "active", "tier": "premium"}}}, "instruction": "Archive account at3792 by closing it with reason compliance.", "seed": 45792, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3792.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3792.closed_reason", "value": "compliance"}], "task_id": "train_crud_3792", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3793", "text": "onboarding incident 2 root cause and mitigation timeline", "title": "Onboarding Incident Brief 3793"}, {"id": "xt3793", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3793"}]}, "instruction": "Search docs for 'onboarding incident 2' and inspect top results.", "seed": 45793, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3793", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4571}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_0.txt": "seed 3794"}}, "instruction": "Create file /exports/rollup_train_3794.log with content 'entry-train-3794-110'.", "seed": 45794, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_3794.log"}, {"key": "/exports/rollup_train_3794.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3794-110"}], "task_id": "train_files_3794", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 45795, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3795", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3796": {"id": "at3796", "status": "active", "tier": "enterprise"}, "bt3796": {"id": "bt3796", "status": "active", "tier": "basic"}}}, "instruction": "Patch account at3796 with tier=plus.", "seed": 45796, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3796.tier", "value": "plus"}], "task_id": "train_crud_3796", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3797", "text": "billing incident 6 root cause and mitigation timeline", "title": "Billing Incident Brief 3797"}, {"id": "xt3797", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3797"}]}, "instruction": "Search docs for 'billing incident 6' and inspect top results.", "seed": 45797, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3797", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_4.txt": "seed 3798"}}, "instruction": "Write 'entry-train-3798-217' to /drafts/summary_train_3798.log.", "seed": 45798, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_3798.log"}, {"key": "/drafts/summary_train_3798.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3798-217"}], "task_id": "train_files_3798", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4577}}}], "gold_summary": null, "initial_state": {"accounts": {"at3800": {"id": "at3800", "status": "active", "tier": "premium"}, "bt3800": {"id": "bt3800", "status": "active", "tier": "premium"}}}, "instruction": "Add customer account nt3800.", "seed": 45800, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3800"}, {"op": "equals", "path": "accounts.nt3800.status", "value": "active"}], "task_id": "train_crud_3800", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3801", "text": "retention incident 10 root cause and mitigation timeline", "title": "Retention Incident Brief 3801"}, {"id": "xt3801", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3801"}]}, "instruction": "Run document search with query 'retention incident 10'.", "seed": 45801, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3801", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 3802"}}, "instruction": "Store the text 'entry-train-3802-976' at /notes/runbook_train_3802.md.", "seed": 45802, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_3802.md"}, {"key": "/notes/runbook_train_3802.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3802-976"}], "task_id": "train_files_3802", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 45803, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3803", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3804": {"id": "at3804", "status": "active", "tier": "basic"}, "bt3804": {"id": "bt3804", "status": "active", "tier": "enterprise"}}}, "instruction": "Close account at3804 and mark the reason as risk_review.", "seed": 45804, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3804.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3804.closed_reason", "value": "risk_review"}], "task_id": "train_crud_3804", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3805", "text": "onboarding incident 14 root cause and mitigation timeline", "title": "Onboarding Incident Brief 3805"}, {"id": "xt3805", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3805"}]}, "instruction": "Run document search with query 'onboarding incident 14'.", "seed": 45805, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3805", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4583}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_5.txt": "seed 3806"}}, "instruction": "Write 'entry-train-3806-334' to /snapshots/summary_train_3806.txt.", "seed": 45806, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/summary_train_3806.txt"}, {"key": "/snapshots/summary_train_3806.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3806-334"}], "task_id": "train_files_3806", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 45807, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3807", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3808": {"id": "at3808", "status": "active", "tier": "basic"}, "bt3808": {"id": "bt3808", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at3808 with tier=plus.", "seed": 45808, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3808.tier", "value": "plus"}], "task_id": "train_crud_3808", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3809", "text": "compliance incident 1 root cause and mitigation timeline", "title": "Compliance Incident Brief 3809"}, {"id": "xt3809", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3809"}]}, "instruction": "Run document search with query 'compliance incident 1'.", "seed": 45809, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3809", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_2.txt": "seed 3810"}}, "instruction": "Write 'entry-train-3810-615' to /notes/summary_train_3810.log.", "seed": 45810, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_3810.log"}, {"key": "/notes/summary_train_3810.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3810-615"}], "task_id": "train_files_3810", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 45811, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3811", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4589}}}], "gold_summary": null, "initial_state": {"accounts": {"at3812": {"id": "at3812", "status": "active", "tier": "basic"}, "bt3812": {"id": "bt3812", "status": "active", "tier": "premium"}}}, "instruction": "Register account nt3812 with active status.", "seed": 45812, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3812"}, {"op": "equals", "path": "accounts.nt3812.status", "value": "active"}], "task_id": "train_crud_3812", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3813", "text": "security incident 5 root cause and mitigation timeline", "title": "Security Incident Brief 3813"}, {"id": "xt3813", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3813"}]}, "instruction": "Run document search with query 'security incident 5'.", "seed": 45813, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3813", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_6.txt": "seed 3814"}}, "instruction": "Write 'entry-train-3814-489' to /drafts/summary_train_3814.md.", "seed": 45814, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_3814.md"}, {"key": "/drafts/summary_train_3814.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3814-489"}], "task_id": "train_files_3814", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 45815, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3815", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3816": {"id": "at3816", "status": "active", "tier": "plus"}, "bt3816": {"id": "bt3816", "status": "active", "tier": "enterprise"}}}, "instruction": "Deactivate user account at3816; use reason user_request.", "seed": 45816, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3816.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3816.closed_reason", "value": "user_request"}], "task_id": "train_crud_3816", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3817", "text": "billing incident 9 root cause and mitigation timeline", "title": "Billing Incident Brief 3817"}, {"id": "xt3817", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3817"}]}, "instruction": "Find relevant docs for 'billing incident 9'.", "seed": 45817, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3817", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4595}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_3.txt": "seed 3818"}}, "instruction": "Write 'entry-train-3818-264' to /notes/runbook_train_3818.log.", "seed": 45818, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_3818.log"}, {"key": "/notes/runbook_train_3818.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3818-264"}], "task_id": "train_files_3818", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 45819, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3819", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3820": {"id": "at3820", "status": "active", "tier": "basic"}, "bt3820": {"id": "bt3820", "status": "active", "tier": "basic"}}}, "instruction": "Patch account at3820 with tier=premium.", "seed": 45820, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3820.tier", "value": "premium"}], "task_id": "train_crud_3820", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3821", "text": "retention incident 13 root cause and mitigation timeline", "title": "Retention Incident Brief 3821"}, {"id": "xt3821", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3821"}]}, "instruction": "Run document search with query 'retention incident 13'.", "seed": 45821, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3821", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_0.txt": "seed 3822"}}, "instruction": "Write 'entry-train-3822-800' to /reports/status_train_3822.txt.", "seed": 45822, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/status_train_3822.txt"}, {"key": "/reports/status_train_3822.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3822-800"}], "task_id": "train_files_3822", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 45823, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3823", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4601}}}], "gold_summary": null, "initial_state": {"accounts": {"at3824": {"id": "at3824", "status": "active", "tier": "basic"}, "bt3824": {"id": "bt3824", "status": "active", "tier": "basic"}}}, "instruction": "Create a new account with id nt3824.", "seed": 45824, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3824"}, {"op": "equals", "path": "accounts.nt3824.status", "value": "active"}], "task_id": "train_crud_3824", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3825", "text": "retention incident 0 root cause and mitigation timeline", "title": "Retention Incident Brief 3825"}, {"id": "xt3825", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3825"}]}, "instruction": "Find relevant docs for 'retention incident 0'.", "seed": 45825, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3825", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_4.txt": "seed 3826"}}, "instruction": "Create file /notes/summary_train_3826.txt with content 'entry-train-3826-764'.", "seed": 45826, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_3826.txt"}, {"key": "/notes/summary_train_3826.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3826-764"}], "task_id": "train_files_3826", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 45827, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3827", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3828": {"id": "at3828", "status": "active", "tier": "plus"}, "bt3828": {"id": "bt3828", "status": "active", "tier": "enterprise"}}}, "instruction": "Deactivate user account at3828; use reason duplicate_account.", "seed": 45828, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3828.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3828.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_3828", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3829", "text": "retention incident 4 root cause and mitigation timeline", "title": "Retention Incident Brief 3829"}, {"id": "xt3829", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3829"}]}, "instruction": "Run document search with query 'retention incident 4'.", "seed": 45829, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3829", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4607}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_1.txt": "seed 3830"}}, "instruction": "Write 'entry-train-3830-468' to /drafts/rollup_train_3830.log.", "seed": 45830, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_3830.log"}, {"key": "/drafts/rollup_train_3830.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3830-468"}], "task_id": "train_files_3830", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 45831, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3831", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3832": {"id": "at3832", "status": "active", "tier": "premium"}, "bt3832": {"id": "bt3832", "status": "active", "tier": "premium"}}}, "instruction": "Patch account at3832 with tier=basic.", "seed": 45832, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3832.tier", "value": "basic"}], "task_id": "train_crud_3832", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3833", "text": "compliance incident 8 root cause and mitigation timeline", "title": "Compliance Incident Brief 3833"}, {"id": "xt3833", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3833"}]}, "instruction": "Search docs for 'compliance incident 8' and inspect top results.", "seed": 45833, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3833", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_5.txt": "seed 3834"}}, "instruction": "Store the text 'entry-train-3834-827' at /reports/rollup_train_3834.md.", "seed": 45834, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_3834.md"}, {"key": "/reports/rollup_train_3834.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3834-827"}], "task_id": "train_files_3834", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 45835, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3835", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4613}}}], "gold_summary": null, "initial_state": {"accounts": {"at3836": {"id": "at3836", "status": "active", "tier": "premium"}, "bt3836": {"id": "bt3836", "status": "active", "tier": "enterprise"}}}, "instruction": "Register account nt3836 with active status.", "seed": 45836, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3836"}, {"op": "equals", "path": "accounts.nt3836.status", "value": "active"}], "task_id": "train_crud_3836", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3837", "text": "compliance incident 12 root cause and mitigation timeline", "title": "Compliance Incident Brief 3837"}, {"id": "xt3837", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3837"}]}, "instruction": "Find relevant docs for 'compliance incident 12'.", "seed": 45837, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3837", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_2.txt": "seed 3838"}}, "instruction": "Create file /snapshots/rollup_train_3838.md with content 'entry-train-3838-574'.", "seed": 45838, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_3838.md"}, {"key": "/snapshots/rollup_train_3838.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3838-574"}], "task_id": "train_files_3838", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 45839, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3839", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3840": {"id": "at3840", "status": "active", "tier": "plus"}, "bt3840": {"id": "bt3840", "status": "active", "tier": "plus"}}}, "instruction": "Archive account at3840 by closing it with reason risk_review.", "seed": 45840, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3840.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3840.closed_reason", "value": "risk_review"}], "task_id": "train_crud_3840", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3841", "text": "security incident 16 root cause and mitigation timeline", "title": "Security Incident Brief 3841"}, {"id": "xt3841", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3841"}]}, "instruction": "Run document search with query 'security incident 16'.", "seed": 45841, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3841", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4619}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_6.txt": "seed 3842"}}, "instruction": "Store the text 'entry-train-3842-483' at /snapshots/delta_train_3842.md.", "seed": 45842, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/delta_train_3842.md"}, {"key": "/snapshots/delta_train_3842.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3842-483"}], "task_id": "train_files_3842", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 45843, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3843", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3844": {"id": "at3844", "status": "active", "tier": "enterprise"}, "bt3844": {"id": "bt3844", "status": "active", "tier": "enterprise"}}}, "instruction": "Set the subscription tier for at3844 to basic.", "seed": 45844, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3844.tier", "value": "basic"}], "task_id": "train_crud_3844", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3845", "text": "billing incident 3 root cause and mitigation timeline", "title": "Billing Incident Brief 3845"}, {"id": "xt3845", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3845"}]}, "instruction": "Search docs for 'billing incident 3' and inspect top results.", "seed": 45845, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3845", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 3846"}}, "instruction": "Create file /exports/delta_train_3846.txt with content 'entry-train-3846-775'.", "seed": 45846, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_train_3846.txt"}, {"key": "/exports/delta_train_3846.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3846-775"}], "task_id": "train_files_3846", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 45847, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3847", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4625}}}], "gold_summary": null, "initial_state": {"accounts": {"at3848": {"id": "at3848", "status": "active", "tier": "basic"}, "bt3848": {"id": "bt3848", "status": "active", "tier": "plus"}}}, "instruction": "Register account nt3848 with active status.", "seed": 45848, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3848"}, {"op": "equals", "path": "accounts.nt3848.status", "value": "active"}], "task_id": "train_crud_3848", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3849", "text": "onboarding incident 7 root cause and mitigation timeline", "title": "Onboarding Incident Brief 3849"}, {"id": "xt3849", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3849"}]}, "instruction": "Run document search with query 'onboarding incident 7'.", "seed": 45849, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3849", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_0.txt": "seed 3850"}}, "instruction": "Store the text 'entry-train-3850-511' at /notes/status_train_3850.log.", "seed": 45850, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_train_3850.log"}, {"key": "/notes/status_train_3850.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3850-511"}], "task_id": "train_files_3850", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 45851, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3851", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3852": {"id": "at3852", "status": "active", "tier": "plus"}, "bt3852": {"id": "bt3852", "status": "active", "tier": "plus"}}}, "instruction": "Deactivate user account at3852; use reason compliance.", "seed": 45852, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3852.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3852.closed_reason", "value": "compliance"}], "task_id": "train_crud_3852", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3853", "text": "onboarding incident 11 root cause and mitigation timeline", "title": "Onboarding Incident Brief 3853"}, {"id": "xt3853", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3853"}]}, "instruction": "Find relevant docs for 'onboarding incident 11'.", "seed": 45853, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3853", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4631}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_4.txt": "seed 3854"}}, "instruction": "Write 'entry-train-3854-187' to /reports/summary_train_3854.txt.", "seed": 45854, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_3854.txt"}, {"key": "/reports/summary_train_3854.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3854-187"}], "task_id": "train_files_3854", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 45855, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3855", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3856": {"id": "at3856", "status": "active", "tier": "premium"}, "bt3856": {"id": "bt3856", "status": "active", "tier": "plus"}}}, "instruction": "Patch account at3856 with tier=plus.", "seed": 45856, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3856.tier", "value": "plus"}], "task_id": "train_crud_3856", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3857", "text": "security incident 15 root cause and mitigation timeline", "title": "Security Incident Brief 3857"}, {"id": "xt3857", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3857"}]}, "instruction": "Search docs for 'security incident 15' and inspect top results.", "seed": 45857, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3857", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_1.txt": "seed 3858"}}, "instruction": "Create file /exports/delta_train_3858.md with content 'entry-train-3858-697'.", "seed": 45858, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_train_3858.md"}, {"key": "/exports/delta_train_3858.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3858-697"}], "task_id": "train_files_3858", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 45859, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3859", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4637}}}], "gold_summary": null, "initial_state": {"accounts": {"at3860": {"id": "at3860", "status": "active", "tier": "premium"}, "bt3860": {"id": "bt3860", "status": "active", "tier": "plus"}}}, "instruction": "Create a new account with id nt3860.", "seed": 45860, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3860"}, {"op": "equals", "path": "accounts.nt3860.status", "value": "active"}], "task_id": "train_crud_3860", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3861", "text": "security incident 2 root cause and mitigation timeline", "title": "Security Incident Brief 3861"}, {"id": "xt3861", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3861"}]}, "instruction": "Search docs for 'security incident 2' and inspect top results.", "seed": 45861, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3861", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_5.txt": "seed 3862"}}, "instruction": "Store the text 'entry-train-3862-262' at /notes/delta_train_3862.md.", "seed": 45862, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_train_3862.md"}, {"key": "/notes/delta_train_3862.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3862-262"}], "task_id": "train_files_3862", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 45863, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3863", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3864": {"id": "at3864", "status": "active", "tier": "plus"}, "bt3864": {"id": "bt3864", "status": "active", "tier": "basic"}}}, "instruction": "Close account at3864 and mark the reason as user_request.", "seed": 45864, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3864.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3864.closed_reason", "value": "user_request"}], "task_id": "train_crud_3864", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3865", "text": "compliance incident 6 root cause and mitigation timeline", "title": "Compliance Incident Brief 3865"}, {"id": "xt3865", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3865"}]}, "instruction": "Run document search with query 'compliance incident 6'.", "seed": 45865, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3865", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4643}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_2.txt": "seed 3866"}}, "instruction": "Store the text 'entry-train-3866-700' at /snapshots/status_train_3866.txt.", "seed": 45866, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_3866.txt"}, {"key": "/snapshots/status_train_3866.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3866-700"}], "task_id": "train_files_3866", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 45867, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3867", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3868": {"id": "at3868", "status": "active", "tier": "plus"}, "bt3868": {"id": "bt3868", "status": "active", "tier": "basic"}}}, "instruction": "Set the subscription tier for at3868 to premium.", "seed": 45868, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3868.tier", "value": "premium"}], "task_id": "train_crud_3868", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3869", "text": "latency incident 10 root cause and mitigation timeline", "title": "Latency Incident Brief 3869"}, {"id": "xt3869", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3869"}]}, "instruction": "Run document search with query 'latency incident 10'.", "seed": 45869, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3869", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_6.txt": "seed 3870"}}, "instruction": "Create file /reports/status_train_3870.txt with content 'entry-train-3870-739'.", "seed": 45870, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/status_train_3870.txt"}, {"key": "/reports/status_train_3870.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3870-739"}], "task_id": "train_files_3870", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 45871, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3871", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4649}}}], "gold_summary": null, "initial_state": {"accounts": {"at3872": {"id": "at3872", "status": "active", "tier": "plus"}, "bt3872": {"id": "bt3872", "status": "active", "tier": "premium"}}}, "instruction": "Register account nt3872 with active status.", "seed": 45872, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3872"}, {"op": "equals", "path": "accounts.nt3872.status", "value": "active"}], "task_id": "train_crud_3872", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3873", "text": "retention incident 14 root cause and mitigation timeline", "title": "Retention Incident Brief 3873"}, {"id": "xt3873", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3873"}]}, "instruction": "Run document search with query 'retention incident 14'.", "seed": 45873, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3873", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_3.txt": "seed 3874"}}, "instruction": "Store the text 'entry-train-3874-736' at /notes/rollup_train_3874.txt.", "seed": 45874, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_3874.txt"}, {"key": "/notes/rollup_train_3874.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3874-736"}], "task_id": "train_files_3874", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 45875, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3875", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3876": {"id": "at3876", "status": "active", "tier": "premium"}, "bt3876": {"id": "bt3876", "status": "active", "tier": "basic"}}}, "instruction": "Deactivate user account at3876; use reason compliance.", "seed": 45876, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3876.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3876.closed_reason", "value": "compliance"}], "task_id": "train_crud_3876", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3877", "text": "security incident 1 root cause and mitigation timeline", "title": "Security Incident Brief 3877"}, {"id": "xt3877", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3877"}]}, "instruction": "Find relevant docs for 'security incident 1'.", "seed": 45877, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3877", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4655}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_0.txt": "seed 3878"}}, "instruction": "Create file /drafts/runbook_train_3878.md with content 'entry-train-3878-559'.", "seed": 45878, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_train_3878.md"}, {"key": "/drafts/runbook_train_3878.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3878-559"}], "task_id": "train_files_3878", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 45879, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3879", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3880": {"id": "at3880", "status": "active", "tier": "enterprise"}, "bt3880": {"id": "bt3880", "status": "active", "tier": "basic"}}}, "instruction": "Set the subscription tier for at3880 to premium.", "seed": 45880, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3880.tier", "value": "premium"}], "task_id": "train_crud_3880", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3881", "text": "security incident 5 root cause and mitigation timeline", "title": "Security Incident Brief 3881"}, {"id": "xt3881", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3881"}]}, "instruction": "Search docs for 'security incident 5' and inspect top results.", "seed": 45881, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3881", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_4.txt": "seed 3882"}}, "instruction": "Write 'entry-train-3882-489' to /notes/summary_train_3882.md.", "seed": 45882, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_3882.md"}, {"key": "/notes/summary_train_3882.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3882-489"}], "task_id": "train_files_3882", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 45883, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3883", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4661}}}], "gold_summary": null, "initial_state": {"accounts": {"at3884": {"id": "at3884", "status": "active", "tier": "premium"}, "bt3884": {"id": "bt3884", "status": "active", "tier": "enterprise"}}}, "instruction": "Register account nt3884 with active status.", "seed": 45884, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3884"}, {"op": "equals", "path": "accounts.nt3884.status", "value": "active"}], "task_id": "train_crud_3884", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3885", "text": "latency incident 9 root cause and mitigation timeline", "title": "Latency Incident Brief 3885"}, {"id": "xt3885", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3885"}]}, "instruction": "Run document search with query 'latency incident 9'.", "seed": 45885, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3885", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_1.txt": "seed 3886"}}, "instruction": "Store the text 'entry-train-3886-454' at /snapshots/runbook_train_3886.txt.", "seed": 45886, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/runbook_train_3886.txt"}, {"key": "/snapshots/runbook_train_3886.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3886-454"}], "task_id": "train_files_3886", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 45887, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3887", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3888": {"id": "at3888", "status": "active", "tier": "premium"}, "bt3888": {"id": "bt3888", "status": "active", "tier": "enterprise"}}}, "instruction": "Archive account at3888 by closing it with reason user_request.", "seed": 45888, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3888.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3888.closed_reason", "value": "user_request"}], "task_id": "train_crud_3888", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3889", "text": "latency incident 13 root cause and mitigation timeline", "title": "Latency Incident Brief 3889"}, {"id": "xt3889", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3889"}]}, "instruction": "Search docs for 'latency incident 13' and inspect top results.", "seed": 45889, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3889", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4667}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_5.txt": "seed 3890"}}, "instruction": "Write 'entry-train-3890-348' to /reports/status_train_3890.txt.", "seed": 45890, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/status_train_3890.txt"}, {"key": "/reports/status_train_3890.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3890-348"}], "task_id": "train_files_3890", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 45891, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3891", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3892": {"id": "at3892", "status": "active", "tier": "plus"}, "bt3892": {"id": "bt3892", "status": "active", "tier": "basic"}}}, "instruction": "Update account at3892 so tier is basic.", "seed": 45892, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3892.tier", "value": "basic"}], "task_id": "train_crud_3892", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3893", "text": "retention incident 0 root cause and mitigation timeline", "title": "Retention Incident Brief 3893"}, {"id": "xt3893", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3893"}]}, "instruction": "Find relevant docs for 'retention incident 0'.", "seed": 45893, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3893", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_2.txt": "seed 3894"}}, "instruction": "Create file /reports/status_train_3894.log with content 'entry-train-3894-741'.", "seed": 45894, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/status_train_3894.log"}, {"key": "/reports/status_train_3894.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3894-741"}], "task_id": "train_files_3894", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 45895, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3895", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4673}}}], "gold_summary": null, "initial_state": {"accounts": {"at3896": {"id": "at3896", "status": "active", "tier": "basic"}, "bt3896": {"id": "bt3896", "status": "active", "tier": "plus"}}}, "instruction": "Create a new account with id nt3896.", "seed": 45896, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3896"}, {"op": "equals", "path": "accounts.nt3896.status", "value": "active"}], "task_id": "train_crud_3896", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3897", "text": "retention incident 4 root cause and mitigation timeline", "title": "Retention Incident Brief 3897"}, {"id": "xt3897", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3897"}]}, "instruction": "Search docs for 'retention incident 4' and inspect top results.", "seed": 45897, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3897", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_6.txt": "seed 3898"}}, "instruction": "Store the text 'entry-train-3898-543' at /reports/summary_train_3898.txt.", "seed": 45898, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_3898.txt"}, {"key": "/reports/summary_train_3898.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3898-543"}], "task_id": "train_files_3898", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 45899, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3899", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3900": {"id": "at3900", "status": "active", "tier": "premium"}, "bt3900": {"id": "bt3900", "status": "active", "tier": "plus"}}}, "instruction": "Close account at3900 and mark the reason as compliance.", "seed": 45900, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3900.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3900.closed_reason", "value": "compliance"}], "task_id": "train_crud_3900", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3901", "text": "retention incident 8 root cause and mitigation timeline", "title": "Retention Incident Brief 3901"}, {"id": "xt3901", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3901"}]}, "instruction": "Find relevant docs for 'retention incident 8'.", "seed": 45901, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3901", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4679}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_3.txt": "seed 3902"}}, "instruction": "Store the text 'entry-train-3902-849' at /drafts/rollup_train_3902.md.", "seed": 45902, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_3902.md"}, {"key": "/drafts/rollup_train_3902.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3902-849"}], "task_id": "train_files_3902", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 45903, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3903", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3904": {"id": "at3904", "status": "active", "tier": "basic"}, "bt3904": {"id": "bt3904", "status": "active", "tier": "plus"}}}, "instruction": "Update account at3904 so tier is plus.", "seed": 45904, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3904.tier", "value": "plus"}], "task_id": "train_crud_3904", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4685}}}], "gold_summary": null, "initial_state": {"accounts": {"at3908": {"id": "at3908", "status": "active", "tier": "plus"}, "bt3908": {"id": "bt3908", "status": "active", "tier": "premium"}}}, "instruction": "Add customer account nt3908.", "seed": 45908, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3908"}, {"op": "equals", "path": "accounts.nt3908.status", "value": "active"}], "task_id": "train_crud_3908", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3909", "text": "compliance incident 16 root cause and mitigation timeline", "title": "Compliance Incident Brief 3909"}, {"id": "xt3909", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3909"}]}, "instruction": "Find relevant docs for 'compliance incident 16'.", "seed": 45909, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3909", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_4.txt": "seed 3910"}}, "instruction": "Create file /exports/status_train_3910.md with content 'entry-train-3910-356'.", "seed": 45910, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_3910.md"}, {"key": "/exports/status_train_3910.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3910-356"}], "task_id": "train_files_3910", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 45911, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3911", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3912": {"id": "at3912", "status": "active", "tier": "plus"}, "bt3912": {"id": "bt3912", "status": "active", "tier": "basic"}}}, "instruction": "Deactivate user account at3912; use reason user_request.", "seed": 45912, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3912.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3912.closed_reason", "value": "user_request"}], "task_id": "train_crud_3912", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3913", "text": "latency incident 3 root cause and mitigation timeline", "title": "Latency Incident Brief 3913"}, {"id": "xt3913", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3913"}]}, "instruction": "Find relevant docs for 'latency incident 3'.", "seed": 45913, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3913", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4691}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_1.txt": "seed 3914"}}, "instruction": "Store the text 'entry-train-3914-882' at /snapshots/summary_train_3914.log.", "seed": 45914, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/summary_train_3914.log"}, {"key": "/snapshots/summary_train_3914.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3914-882"}], "task_id": "train_files_3914", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3916": {"id": "at3916", "status": "active", "tier": "premium"}, "bt3916": {"id": "bt3916", "status": "active", "tier": "basic"}}}, "instruction": "Patch account at3916 with tier=enterprise.", "seed": 45916, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3916.tier", "value": "enterprise"}], "task_id": "train_crud_3916", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 45919, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3919", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4697}}}], "gold_summary": null, "initial_state": {"accounts": {"at3920": {"id": "at3920", "status": "active", "tier": "plus"}, "bt3920": {"id": "bt3920", "status": "active", "tier": "plus"}}}, "instruction": "Create a new account with id nt3920.", "seed": 45920, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3920"}, {"op": "equals", "path": "accounts.nt3920.status", "value": "active"}], "task_id": "train_crud_3920", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3921", "text": "retention incident 11 root cause and mitigation timeline", "title": "Retention Incident Brief 3921"}, {"id": "xt3921", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3921"}]}, "instruction": "Run document search with query 'retention incident 11'.", "seed": 45921, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3921", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_2.txt": "seed 3922"}}, "instruction": "Create file /snapshots/rollup_train_3922.md with content 'entry-train-3922-915'.", "seed": 45922, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_3922.md"}, {"key": "/snapshots/rollup_train_3922.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3922-915"}], "task_id": "train_files_3922", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 45923, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3923", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3924": {"id": "at3924", "status": "active", "tier": "enterprise"}, "bt3924": {"id": "bt3924", "status": "active", "tier": "basic"}}}, "instruction": "Deactivate user account at3924; use reason risk_review.", "seed": 45924, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3924.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3924.closed_reason", "value": "risk_review"}], "task_id": "train_crud_3924", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3925", "text": "compliance incident 15 root cause and mitigation timeline", "title": "Compliance Incident Brief 3925"}, {"id": "xt3925", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3925"}]}, "instruction": "Run document search with query 'compliance incident 15'.", "seed": 45925, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3925", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4703}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_6.txt": "seed 3926"}}, "instruction": "Store the text 'entry-train-3926-910' at /exports/summary_train_3926.md.", "seed": 45926, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_3926.md"}, {"key": "/exports/summary_train_3926.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3926-910"}], "task_id": "train_files_3926", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 45927, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3927", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3928": {"id": "at3928", "status": "active", "tier": "plus"}, "bt3928": {"id": "bt3928", "status": "active", "tier": "basic"}}}, "instruction": "Set the subscription tier for at3928 to basic.", "seed": 45928, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3928.tier", "value": "basic"}], "task_id": "train_crud_3928", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3929", "text": "security incident 2 root cause and mitigation timeline", "title": "Security Incident Brief 3929"}, {"id": "xt3929", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3929"}]}, "instruction": "Run document search with query 'security incident 2'.", "seed": 45929, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3929", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_3.txt": "seed 3930"}}, "instruction": "Write 'entry-train-3930-501' to /drafts/summary_train_3930.md.", "seed": 45930, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_3930.md"}, {"key": "/drafts/summary_train_3930.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3930-501"}], "task_id": "train_files_3930", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 45931, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3931", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4709}}}], "gold_summary": null, "initial_state": {"accounts": {"at3932": {"id": "at3932", "status": "active", "tier": "plus"}, "bt3932": {"id": "bt3932", "status": "active", "tier": "enterprise"}}}, "instruction": "Register account nt3932 with active status.", "seed": 45932, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3932"}, {"op": "equals", "path": "accounts.nt3932.status", "value": "active"}], "task_id": "train_crud_3932", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3933", "text": "compliance incident 6 root cause and mitigation timeline", "title": "Compliance Incident Brief 3933"}, {"id": "xt3933", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3933"}]}, "instruction": "Run document search with query 'compliance incident 6'.", "seed": 45933, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3933", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_0.txt": "seed 3934"}}, "instruction": "Create file /reports/runbook_train_3934.txt with content 'entry-train-3934-168'.", "seed": 45934, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_3934.txt"}, {"key": "/reports/runbook_train_3934.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3934-168"}], "task_id": "train_files_3934", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 45935, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3935", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3936": {"id": "at3936", "status": "active", "tier": "enterprise"}, "bt3936": {"id": "bt3936", "status": "active", "tier": "enterprise"}}}, "instruction": "Close account at3936 and mark the reason as compliance.", "seed": 45936, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3936.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3936.closed_reason", "value": "compliance"}], "task_id": "train_crud_3936", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3937", "text": "latency incident 10 root cause and mitigation timeline", "title": "Latency Incident Brief 3937"}, {"id": "xt3937", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3937"}]}, "instruction": "Run document search with query 'latency incident 10'.", "seed": 45937, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3937", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4715}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_4.txt": "seed 3938"}}, "instruction": "Write 'entry-train-3938-726' to /exports/delta_train_3938.md.", "seed": 45938, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_train_3938.md"}, {"key": "/exports/delta_train_3938.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3938-726"}], "task_id": "train_files_3938", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 45939, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3939", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3940": {"id": "at3940", "status": "active", "tier": "premium"}, "bt3940": {"id": "bt3940", "status": "active", "tier": "premium"}}}, "instruction": "Patch account at3940 with tier=enterprise.", "seed": 45940, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3940.tier", "value": "enterprise"}], "task_id": "train_crud_3940", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3941", "text": "latency incident 14 root cause and mitigation timeline", "title": "Latency Incident Brief 3941"}, {"id": "xt3941", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3941"}]}, "instruction": "Run document search with query 'latency incident 14'.", "seed": 45941, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3941", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_1.txt": "seed 3942"}}, "instruction": "Create file /reports/summary_train_3942.md with content 'entry-train-3942-478'.", "seed": 45942, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_3942.md"}, {"key": "/reports/summary_train_3942.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3942-478"}], "task_id": "train_files_3942", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 45943, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3943", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4721}}}], "gold_summary": null, "initial_state": {"accounts": {"at3944": {"id": "at3944", "status": "active", "tier": "plus"}, "bt3944": {"id": "bt3944", "status": "active", "tier": "enterprise"}}}, "instruction": "Register account nt3944 with active status.", "seed": 45944, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3944"}, {"op": "equals", "path": "accounts.nt3944.status", "value": "active"}], "task_id": "train_crud_3944", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3945", "text": "onboarding incident 1 root cause and mitigation timeline", "title": "Onboarding Incident Brief 3945"}, {"id": "xt3945", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3945"}]}, "instruction": "Find relevant docs for 'onboarding incident 1'.", "seed": 45945, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3945", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_5.txt": "seed 3946"}}, "instruction": "Store the text 'entry-train-3946-429' at /exports/status_train_3946.txt.", "seed": 45946, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_3946.txt"}, {"key": "/exports/status_train_3946.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3946-429"}], "task_id": "train_files_3946", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 45947, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3947", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3948": {"id": "at3948", "status": "active", "tier": "enterprise"}, "bt3948": {"id": "bt3948", "status": "active", "tier": "enterprise"}}}, "instruction": "Deactivate user account at3948; use reason user_request.", "seed": 45948, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3948.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3948.closed_reason", "value": "user_request"}], "task_id": "train_crud_3948", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3949", "text": "onboarding incident 5 root cause and mitigation timeline", "title": "Onboarding Incident Brief 3949"}, {"id": "xt3949", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3949"}]}, "instruction": "Run document search with query 'onboarding incident 5'.", "seed": 45949, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3949", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4727}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_2.txt": "seed 3950"}}, "instruction": "Store the text 'entry-train-3950-183' at /drafts/delta_train_3950.md.", "seed": 45950, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_train_3950.md"}, {"key": "/drafts/delta_train_3950.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3950-183"}], "task_id": "train_files_3950", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 45951, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3951", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3952": {"id": "at3952", "status": "active", "tier": "premium"}, "bt3952": {"id": "bt3952", "status": "active", "tier": "enterprise"}}}, "instruction": "Set the subscription tier for at3952 to basic.", "seed": 45952, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3952.tier", "value": "basic"}], "task_id": "train_crud_3952", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3953", "text": "latency incident 9 root cause and mitigation timeline", "title": "Latency Incident Brief 3953"}, {"id": "xt3953", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3953"}]}, "instruction": "Run document search with query 'latency incident 9'.", "seed": 45953, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3953", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_6.txt": "seed 3954"}}, "instruction": "Store the text 'entry-train-3954-328' at /reports/rollup_train_3954.txt.", "seed": 45954, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_3954.txt"}, {"key": "/reports/rollup_train_3954.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3954-328"}], "task_id": "train_files_3954", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 45955, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3955", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4733}}}], "gold_summary": null, "initial_state": {"accounts": {"at3956": {"id": "at3956", "status": "active", "tier": "enterprise"}, "bt3956": {"id": "bt3956", "status": "active", "tier": "plus"}}}, "instruction": "Register account nt3956 with active status.", "seed": 45956, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3956"}, {"op": "equals", "path": "accounts.nt3956.status", "value": "active"}], "task_id": "train_crud_3956", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3957", "text": "latency incident 13 root cause and mitigation timeline", "title": "Latency Incident Brief 3957"}, {"id": "xt3957", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3957"}]}, "instruction": "Run document search with query 'latency incident 13'.", "seed": 45957, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3957", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_3.txt": "seed 3958"}}, "instruction": "Store the text 'entry-train-3958-943' at /notes/delta_train_3958.txt.", "seed": 45958, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_train_3958.txt"}, {"key": "/notes/delta_train_3958.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3958-943"}], "task_id": "train_files_3958", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 45959, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3959", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3960": {"id": "at3960", "status": "active", "tier": "basic"}, "bt3960": {"id": "bt3960", "status": "active", "tier": "plus"}}}, "instruction": "Close account at3960 and mark the reason as duplicate_account.", "seed": 45960, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3960.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3960.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_3960", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3961", "text": "compliance incident 0 root cause and mitigation timeline", "title": "Compliance Incident Brief 3961"}, {"id": "xt3961", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3961"}]}, "instruction": "Find relevant docs for 'compliance incident 0'.", "seed": 45961, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3961", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4739}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_0.txt": "seed 3962"}}, "instruction": "Write 'entry-train-3962-309' to /reports/runbook_train_3962.md.", "seed": 45962, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_3962.md"}, {"key": "/reports/runbook_train_3962.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3962-309"}], "task_id": "train_files_3962", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 45963, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3963", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3964": {"id": "at3964", "status": "active", "tier": "enterprise"}, "bt3964": {"id": "bt3964", "status": "active", "tier": "premium"}}}, "instruction": "Set the subscription tier for at3964 to basic.", "seed": 45964, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3964.tier", "value": "basic"}], "task_id": "train_crud_3964", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3965", "text": "compliance incident 4 root cause and mitigation timeline", "title": "Compliance Incident Brief 3965"}, {"id": "xt3965", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3965"}]}, "instruction": "Find relevant docs for 'compliance incident 4'.", "seed": 45965, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3965", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_4.txt": "seed 3966"}}, "instruction": "Create file /drafts/delta_train_3966.md with content 'entry-train-3966-876'.", "seed": 45966, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_train_3966.md"}, {"key": "/drafts/delta_train_3966.md", "op": "map_value_equals", "path": "files", "value": "entry-train-3966-876"}], "task_id": "train_files_3966", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 45967, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3967", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4745}}}], "gold_summary": null, "initial_state": {"accounts": {"at3968": {"id": "at3968", "status": "active", "tier": "plus"}, "bt3968": {"id": "bt3968", "status": "active", "tier": "enterprise"}}}, "instruction": "Register account nt3968 with active status.", "seed": 45968, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3968"}, {"op": "equals", "path": "accounts.nt3968.status", "value": "active"}], "task_id": "train_crud_3968", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3969", "text": "security incident 8 root cause and mitigation timeline", "title": "Security Incident Brief 3969"}, {"id": "xt3969", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3969"}]}, "instruction": "Search docs for 'security incident 8' and inspect top results.", "seed": 45969, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3969", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_1.txt": "seed 3970"}}, "instruction": "Create file /exports/summary_train_3970.txt with content 'entry-train-3970-153'.", "seed": 45970, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_3970.txt"}, {"key": "/exports/summary_train_3970.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3970-153"}], "task_id": "train_files_3970", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 45971, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3971", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3972": {"id": "at3972", "status": "active", "tier": "enterprise"}, "bt3972": {"id": "bt3972", "status": "active", "tier": "basic"}}}, "instruction": "Archive account at3972 by closing it with reason compliance.", "seed": 45972, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3972.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3972.closed_reason", "value": "compliance"}], "task_id": "train_crud_3972", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3973", "text": "latency incident 12 root cause and mitigation timeline", "title": "Latency Incident Brief 3973"}, {"id": "xt3973", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3973"}]}, "instruction": "Search docs for 'latency incident 12' and inspect top results.", "seed": 45973, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3973", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4751}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_5.txt": "seed 3974"}}, "instruction": "Create file /exports/delta_train_3974.txt with content 'entry-train-3974-759'.", "seed": 45974, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_train_3974.txt"}, {"key": "/exports/delta_train_3974.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3974-759"}], "task_id": "train_files_3974", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 45975, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3975", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3976": {"id": "at3976", "status": "active", "tier": "basic"}, "bt3976": {"id": "bt3976", "status": "active", "tier": "plus"}}}, "instruction": "Set the subscription tier for at3976 to enterprise.", "seed": 45976, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3976.tier", "value": "enterprise"}], "task_id": "train_crud_3976", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3977", "text": "billing incident 16 root cause and mitigation timeline", "title": "Billing Incident Brief 3977"}, {"id": "xt3977", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3977"}]}, "instruction": "Search docs for 'billing incident 16' and inspect top results.", "seed": 45977, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3977", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_2.txt": "seed 3978"}}, "instruction": "Write 'entry-train-3978-830' to /reports/delta_train_3978.txt.", "seed": 45978, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/delta_train_3978.txt"}, {"key": "/reports/delta_train_3978.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3978-830"}], "task_id": "train_files_3978", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 45979, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3979", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4757}}}], "gold_summary": null, "initial_state": {"accounts": {"at3980": {"id": "at3980", "status": "active", "tier": "basic"}, "bt3980": {"id": "bt3980", "status": "active", "tier": "premium"}}}, "instruction": "Create a new account with id nt3980.", "seed": 45980, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3980"}, {"op": "equals", "path": "accounts.nt3980.status", "value": "active"}], "task_id": "train_crud_3980", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3981", "text": "compliance incident 3 root cause and mitigation timeline", "title": "Compliance Incident Brief 3981"}, {"id": "xt3981", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3981"}]}, "instruction": "Find relevant docs for 'compliance incident 3'.", "seed": 45981, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3981", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3985", "text": "billing incident 7 root cause and mitigation timeline", "title": "Billing Incident Brief 3985"}, {"id": "xt3985", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3985"}]}, "instruction": "Search docs for 'billing incident 7' and inspect top results.", "seed": 45985, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3985", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 45987, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3987", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at3988": {"id": "at3988", "status": "active", "tier": "premium"}, "bt3988": {"id": "bt3988", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at3988 with tier=plus.", "seed": 45988, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3988.tier", "value": "plus"}], "task_id": "train_crud_3988", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3989", "text": "billing incident 11 root cause and mitigation timeline", "title": "Billing Incident Brief 3989"}, {"id": "xt3989", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3989"}]}, "instruction": "Run document search with query 'billing incident 11'.", "seed": 45989, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3989", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_0.txt": "seed 3990"}}, "instruction": "Store the text 'entry-train-3990-831' at /snapshots/summary_train_3990.log.", "seed": 45990, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/summary_train_3990.log"}, {"key": "/snapshots/summary_train_3990.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3990-831"}], "task_id": "train_files_3990", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 45991, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3991", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4769}}}], "gold_summary": null, "initial_state": {"accounts": {"at3992": {"id": "at3992", "status": "active", "tier": "plus"}, "bt3992": {"id": "bt3992", "status": "active", "tier": "basic"}}}, "instruction": "Create a new account with id nt3992.", "seed": 45992, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt3992"}, {"op": "equals", "path": "accounts.nt3992.status", "value": "active"}], "task_id": "train_crud_3992", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3993", "text": "security incident 15 root cause and mitigation timeline", "title": "Security Incident Brief 3993"}, {"id": "xt3993", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3993"}]}, "instruction": "Run document search with query 'security incident 15'.", "seed": 45993, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3993", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_4.txt": "seed 3994"}}, "instruction": "Store the text 'entry-train-3994-182' at /reports/runbook_train_3994.log.", "seed": 45994, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_3994.log"}, {"key": "/reports/runbook_train_3994.log", "op": "map_value_equals", "path": "files", "value": "entry-train-3994-182"}], "task_id": "train_files_3994", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 45995, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3995", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at3996": {"id": "at3996", "status": "active", "tier": "plus"}, "bt3996": {"id": "bt3996", "status": "active", "tier": "basic"}}}, "instruction": "Deactivate user account at3996; use reason duplicate_account.", "seed": 45996, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at3996.status", "value": "closed"}, {"op": "equals", "path": "accounts.at3996.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_3996", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt3997", "text": "onboarding incident 2 root cause and mitigation timeline", "title": "Onboarding Incident Brief 3997"}, {"id": "xt3997", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 3997"}]}, "instruction": "Find relevant docs for 'onboarding incident 2'.", "seed": 45997, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_3997", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4775}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_1.txt": "seed 3998"}}, "instruction": "Store the text 'entry-train-3998-872' at /snapshots/status_train_3998.txt.", "seed": 45998, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_3998.txt"}, {"key": "/snapshots/status_train_3998.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-3998-872"}], "task_id": "train_files_3998", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 45999, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_3999", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4000": {"id": "at4000", "status": "active", "tier": "premium"}, "bt4000": {"id": "bt4000", "status": "active", "tier": "basic"}}}, "instruction": "Patch account at4000 with tier=plus.", "seed": 46000, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4000.tier", "value": "plus"}], "task_id": "train_crud_4000", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4001", "text": "compliance incident 6 root cause and mitigation timeline", "title": "Compliance Incident Brief 4001"}, {"id": "xt4001", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4001"}]}, "instruction": "Run document search with query 'compliance incident 6'.", "seed": 46001, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4001", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_5.txt": "seed 4002"}}, "instruction": "Write 'entry-train-4002-309' to /notes/delta_train_4002.md.", "seed": 46002, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_train_4002.md"}, {"key": "/notes/delta_train_4002.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4002-309"}], "task_id": "train_files_4002", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 46003, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4003", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4781}}}], "gold_summary": null, "initial_state": {"accounts": {"at4004": {"id": "at4004", "status": "active", "tier": "plus"}, "bt4004": {"id": "bt4004", "status": "active", "tier": "premium"}}}, "instruction": "Add customer account nt4004.", "seed": 46004, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4004"}, {"op": "equals", "path": "accounts.nt4004.status", "value": "active"}], "task_id": "train_crud_4004", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4005", "text": "retention incident 10 root cause and mitigation timeline", "title": "Retention Incident Brief 4005"}, {"id": "xt4005", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4005"}]}, "instruction": "Find relevant docs for 'retention incident 10'.", "seed": 46005, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4005", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_2.txt": "seed 4006"}}, "instruction": "Store the text 'entry-train-4006-155' at /exports/runbook_train_4006.md.", "seed": 46006, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_4006.md"}, {"key": "/exports/runbook_train_4006.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4006-155"}], "task_id": "train_files_4006", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 46007, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4007", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4008": {"id": "at4008", "status": "active", "tier": "basic"}, "bt4008": {"id": "bt4008", "status": "active", "tier": "basic"}}}, "instruction": "Close account at4008 and mark the reason as risk_review.", "seed": 46008, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4008.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4008.closed_reason", "value": "risk_review"}], "task_id": "train_crud_4008", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4009", "text": "latency incident 14 root cause and mitigation timeline", "title": "Latency Incident Brief 4009"}, {"id": "xt4009", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4009"}]}, "instruction": "Run document search with query 'latency incident 14'.", "seed": 46009, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4009", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4787}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_6.txt": "seed 4010"}}, "instruction": "Store the text 'entry-train-4010-500' at /snapshots/runbook_train_4010.md.", "seed": 46010, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/runbook_train_4010.md"}, {"key": "/snapshots/runbook_train_4010.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4010-500"}], "task_id": "train_files_4010", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 46011, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4011", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4012": {"id": "at4012", "status": "active", "tier": "premium"}, "bt4012": {"id": "bt4012", "status": "active", "tier": "plus"}}}, "instruction": "Update account at4012 so tier is enterprise.", "seed": 46012, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4012.tier", "value": "enterprise"}], "task_id": "train_crud_4012", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4013", "text": "billing incident 1 root cause and mitigation timeline", "title": "Billing Incident Brief 4013"}, {"id": "xt4013", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4013"}]}, "instruction": "Find relevant docs for 'billing incident 1'.", "seed": 46013, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4013", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_3.txt": "seed 4014"}}, "instruction": "Create file /reports/summary_train_4014.md with content 'entry-train-4014-100'.", "seed": 46014, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_4014.md"}, {"key": "/reports/summary_train_4014.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4014-100"}], "task_id": "train_files_4014", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 46015, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4015", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4793}}}], "gold_summary": null, "initial_state": {"accounts": {"at4016": {"id": "at4016", "status": "active", "tier": "basic"}, "bt4016": {"id": "bt4016", "status": "active", "tier": "premium"}}}, "instruction": "Create a new account with id nt4016.", "seed": 46016, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4016"}, {"op": "equals", "path": "accounts.nt4016.status", "value": "active"}], "task_id": "train_crud_4016", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4017", "text": "retention incident 5 root cause and mitigation timeline", "title": "Retention Incident Brief 4017"}, {"id": "xt4017", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4017"}]}, "instruction": "Run document search with query 'retention incident 5'.", "seed": 46017, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4017", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_0.txt": "seed 4018"}}, "instruction": "Store the text 'entry-train-4018-527' at /exports/summary_train_4018.md.", "seed": 46018, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_4018.md"}, {"key": "/exports/summary_train_4018.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4018-527"}], "task_id": "train_files_4018", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4020": {"id": "at4020", "status": "active", "tier": "plus"}, "bt4020": {"id": "bt4020", "status": "active", "tier": "enterprise"}}}, "instruction": "Close account at4020 and mark the reason as risk_review.", "seed": 46020, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4020.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4020.closed_reason", "value": "risk_review"}], "task_id": "train_crud_4020", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4021", "text": "retention incident 9 root cause and mitigation timeline", "title": "Retention Incident Brief 4021"}, {"id": "xt4021", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4021"}]}, "instruction": "Run document search with query 'retention incident 9'.", "seed": 46021, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4021", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4799}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_4.txt": "seed 4022"}}, "instruction": "Store the text 'entry-train-4022-188' at /drafts/summary_train_4022.txt.", "seed": 46022, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_4022.txt"}, {"key": "/drafts/summary_train_4022.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4022-188"}], "task_id": "train_files_4022", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 46023, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4023", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4024": {"id": "at4024", "status": "active", "tier": "premium"}, "bt4024": {"id": "bt4024", "status": "active", "tier": "basic"}}}, "instruction": "Patch account at4024 with tier=plus.", "seed": 46024, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4024.tier", "value": "plus"}], "task_id": "train_crud_4024", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4025", "text": "billing incident 13 root cause and mitigation timeline", "title": "Billing Incident Brief 4025"}, {"id": "xt4025", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4025"}]}, "instruction": "Search docs for 'billing incident 13' and inspect top results.", "seed": 46025, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4025", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_1.txt": "seed 4026"}}, "instruction": "Write 'entry-train-4026-486' to /reports/rollup_train_4026.log.", "seed": 46026, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_4026.log"}, {"key": "/reports/rollup_train_4026.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4026-486"}], "task_id": "train_files_4026", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 46027, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4027", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4805}}}], "gold_summary": null, "initial_state": {"accounts": {"at4028": {"id": "at4028", "status": "active", "tier": "enterprise"}, "bt4028": {"id": "bt4028", "status": "active", "tier": "basic"}}}, "instruction": "Add customer account nt4028.", "seed": 46028, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4028"}, {"op": "equals", "path": "accounts.nt4028.status", "value": "active"}], "task_id": "train_crud_4028", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4029", "text": "billing incident 0 root cause and mitigation timeline", "title": "Billing Incident Brief 4029"}, {"id": "xt4029", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4029"}]}, "instruction": "Run document search with query 'billing incident 0'.", "seed": 46029, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4029", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_5.txt": "seed 4030"}}, "instruction": "Create file /exports/rollup_train_4030.txt with content 'entry-train-4030-921'.", "seed": 46030, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_4030.txt"}, {"key": "/exports/rollup_train_4030.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4030-921"}], "task_id": "train_files_4030", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 46031, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4031", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4032": {"id": "at4032", "status": "active", "tier": "enterprise"}, "bt4032": {"id": "bt4032", "status": "active", "tier": "basic"}}}, "instruction": "Archive account at4032 by closing it with reason compliance.", "seed": 46032, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4032.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4032.closed_reason", "value": "compliance"}], "task_id": "train_crud_4032", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4033", "text": "retention incident 4 root cause and mitigation timeline", "title": "Retention Incident Brief 4033"}, {"id": "xt4033", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4033"}]}, "instruction": "Search docs for 'retention incident 4' and inspect top results.", "seed": 46033, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4033", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4811}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_2.txt": "seed 4034"}}, "instruction": "Store the text 'entry-train-4034-190' at /reports/runbook_train_4034.md.", "seed": 46034, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_4034.md"}, {"key": "/reports/runbook_train_4034.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4034-190"}], "task_id": "train_files_4034", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 46035, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4035", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4036": {"id": "at4036", "status": "active", "tier": "plus"}, "bt4036": {"id": "bt4036", "status": "active", "tier": "premium"}}}, "instruction": "Patch account at4036 with tier=premium.", "seed": 46036, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4036.tier", "value": "premium"}], "task_id": "train_crud_4036", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4037", "text": "latency incident 8 root cause and mitigation timeline", "title": "Latency Incident Brief 4037"}, {"id": "xt4037", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4037"}]}, "instruction": "Run document search with query 'latency incident 8'.", "seed": 46037, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4037", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_6.txt": "seed 4038"}}, "instruction": "Create file /drafts/delta_train_4038.md with content 'entry-train-4038-481'.", "seed": 46038, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_train_4038.md"}, {"key": "/drafts/delta_train_4038.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4038-481"}], "task_id": "train_files_4038", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 46039, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4039", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 46055, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4055", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4056": {"id": "at4056", "status": "active", "tier": "plus"}, "bt4056": {"id": "bt4056", "status": "active", "tier": "basic"}}}, "instruction": "Deactivate user account at4056; use reason user_request.", "seed": 46056, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4056.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4056.closed_reason", "value": "user_request"}], "task_id": "train_crud_4056", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4057", "text": "security incident 11 root cause and mitigation timeline", "title": "Security Incident Brief 4057"}, {"id": "xt4057", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4057"}]}, "instruction": "Find relevant docs for 'security incident 11'.", "seed": 46057, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4057", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4835}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_5.txt": "seed 4058"}}, "instruction": "Write 'entry-train-4058-410' to /exports/status_train_4058.md.", "seed": 46058, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_4058.md"}, {"key": "/exports/status_train_4058.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4058-410"}], "task_id": "train_files_4058", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 46059, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4059", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4060": {"id": "at4060", "status": "active", "tier": "basic"}, "bt4060": {"id": "bt4060", "status": "active", "tier": "premium"}}}, "instruction": "Update account at4060 so tier is plus.", "seed": 46060, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4060.tier", "value": "plus"}], "task_id": "train_crud_4060", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4061", "text": "security incident 15 root cause and mitigation timeline", "title": "Security Incident Brief 4061"}, {"id": "xt4061", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4061"}]}, "instruction": "Search docs for 'security incident 15' and inspect top results.", "seed": 46061, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4061", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_2.txt": "seed 4062"}}, "instruction": "Create file /exports/rollup_train_4062.txt with content 'entry-train-4062-532'.", "seed": 46062, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_4062.txt"}, {"key": "/exports/rollup_train_4062.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4062-532"}], "task_id": "train_files_4062", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 46063, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4063", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4841}}}], "gold_summary": null, "initial_state": {"accounts": {"at4064": {"id": "at4064", "status": "active", "tier": "premium"}, "bt4064": {"id": "bt4064", "status": "active", "tier": "premium"}}}, "instruction": "Create a new account with id nt4064.", "seed": 46064, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4064"}, {"op": "equals", "path": "accounts.nt4064.status", "value": "active"}], "task_id": "train_crud_4064", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4065", "text": "latency incident 2 root cause and mitigation timeline", "title": "Latency Incident Brief 4065"}, {"id": "xt4065", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4065"}]}, "instruction": "Find relevant docs for 'latency incident 2'.", "seed": 46065, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4065", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_6.txt": "seed 4066"}}, "instruction": "Store the text 'entry-train-4066-729' at /notes/rollup_train_4066.log.", "seed": 46066, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_4066.log"}, {"key": "/notes/rollup_train_4066.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4066-729"}], "task_id": "train_files_4066", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 46067, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4067", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4068": {"id": "at4068", "status": "active", "tier": "premium"}, "bt4068": {"id": "bt4068", "status": "active", "tier": "premium"}}}, "instruction": "Deactivate user account at4068; use reason compliance.", "seed": 46068, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4068.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4068.closed_reason", "value": "compliance"}], "task_id": "train_crud_4068", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4069", "text": "onboarding incident 6 root cause and mitigation timeline", "title": "Onboarding Incident Brief 4069"}, {"id": "xt4069", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4069"}]}, "instruction": "Run document search with query 'onboarding incident 6'.", "seed": 46069, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4069", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4847}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_3.txt": "seed 4070"}}, "instruction": "Create file /notes/delta_train_4070.md with content 'entry-train-4070-801'.", "seed": 46070, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_train_4070.md"}, {"key": "/notes/delta_train_4070.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4070-801"}], "task_id": "train_files_4070", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 46071, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4071", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4072": {"id": "at4072", "status": "active", "tier": "basic"}, "bt4072": {"id": "bt4072", "status": "active", "tier": "premium"}}}, "instruction": "Patch account at4072 with tier=premium.", "seed": 46072, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4072.tier", "value": "premium"}], "task_id": "train_crud_4072", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4073", "text": "billing incident 10 root cause and mitigation timeline", "title": "Billing Incident Brief 4073"}, {"id": "xt4073", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4073"}]}, "instruction": "Find relevant docs for 'billing incident 10'.", "seed": 46073, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4073", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_0.txt": "seed 4074"}}, "instruction": "Create file /reports/rollup_train_4074.md with content 'entry-train-4074-867'.", "seed": 46074, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_4074.md"}, {"key": "/reports/rollup_train_4074.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4074-867"}], "task_id": "train_files_4074", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 46075, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4075", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4853}}}], "gold_summary": null, "initial_state": {"accounts": {"at4076": {"id": "at4076", "status": "active", "tier": "premium"}, "bt4076": {"id": "bt4076", "status": "active", "tier": "enterprise"}}}, "instruction": "Create a new account with id nt4076.", "seed": 46076, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4076"}, {"op": "equals", "path": "accounts.nt4076.status", "value": "active"}], "task_id": "train_crud_4076", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4077", "text": "onboarding incident 14 root cause and mitigation timeline", "title": "Onboarding Incident Brief 4077"}, {"id": "xt4077", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4077"}]}, "instruction": "Search docs for 'onboarding incident 14' and inspect top results.", "seed": 46077, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4077", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_4.txt": "seed 4078"}}, "instruction": "Store the text 'entry-train-4078-983' at /reports/status_train_4078.log.", "seed": 46078, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/status_train_4078.log"}, {"key": "/reports/status_train_4078.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4078-983"}], "task_id": "train_files_4078", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 46079, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4079", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4080": {"id": "at4080", "status": "active", "tier": "plus"}, "bt4080": {"id": "bt4080", "status": "active", "tier": "premium"}}}, "instruction": "Archive account at4080 by closing it with reason compliance.", "seed": 46080, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4080.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4080.closed_reason", "value": "compliance"}], "task_id": "train_crud_4080", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4081", "text": "retention incident 1 root cause and mitigation timeline", "title": "Retention Incident Brief 4081"}, {"id": "xt4081", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4081"}]}, "instruction": "Run document search with query 'retention incident 1'.", "seed": 46081, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4081", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4859}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 4082"}}, "instruction": "Create file /notes/summary_train_4082.log with content 'entry-train-4082-629'.", "seed": 46082, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_4082.log"}, {"key": "/notes/summary_train_4082.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4082-629"}], "task_id": "train_files_4082", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 46083, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4083", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4084": {"id": "at4084", "status": "active", "tier": "basic"}, "bt4084": {"id": "bt4084", "status": "active", "tier": "premium"}}}, "instruction": "Set the subscription tier for at4084 to premium.", "seed": 46084, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4084.tier", "value": "premium"}], "task_id": "train_crud_4084", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4085", "text": "retention incident 5 root cause and mitigation timeline", "title": "Retention Incident Brief 4085"}, {"id": "xt4085", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4085"}]}, "instruction": "Search docs for 'retention incident 5' and inspect top results.", "seed": 46085, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4085", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_5.txt": "seed 4086"}}, "instruction": "Write 'entry-train-4086-355' to /drafts/rollup_train_4086.md.", "seed": 46086, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_4086.md"}, {"key": "/drafts/rollup_train_4086.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4086-355"}], "task_id": "train_files_4086", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 46087, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4087", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4865}}}], "gold_summary": null, "initial_state": {"accounts": {"at4088": {"id": "at4088", "status": "active", "tier": "premium"}, "bt4088": {"id": "bt4088", "status": "active", "tier": "plus"}}}, "instruction": "Register account nt4088 with active status.", "seed": 46088, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4088"}, {"op": "equals", "path": "accounts.nt4088.status", "value": "active"}], "task_id": "train_crud_4088", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4089", "text": "retention incident 9 root cause and mitigation timeline", "title": "Retention Incident Brief 4089"}, {"id": "xt4089", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4089"}]}, "instruction": "Run document search with query 'retention incident 9'.", "seed": 46089, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4089", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_2.txt": "seed 4090"}}, "instruction": "Write 'entry-train-4090-218' to /drafts/rollup_train_4090.log.", "seed": 46090, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_4090.log"}, {"key": "/drafts/rollup_train_4090.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4090-218"}], "task_id": "train_files_4090", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 46091, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4091", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4092": {"id": "at4092", "status": "active", "tier": "basic"}, "bt4092": {"id": "bt4092", "status": "active", "tier": "enterprise"}}}, "instruction": "Archive account at4092 by closing it with reason duplicate_account.", "seed": 46092, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4092.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4092.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_4092", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4093", "text": "compliance incident 13 root cause and mitigation timeline", "title": "Compliance Incident Brief 4093"}, {"id": "xt4093", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4093"}]}, "instruction": "Find relevant docs for 'compliance incident 13'.", "seed": 46093, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4093", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4871}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_6.txt": "seed 4094"}}, "instruction": "Write 'entry-train-4094-656' to /notes/runbook_train_4094.log.", "seed": 46094, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_4094.log"}, {"key": "/notes/runbook_train_4094.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4094-656"}], "task_id": "train_files_4094", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 46095, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4095", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4096": {"id": "at4096", "status": "active", "tier": "enterprise"}, "bt4096": {"id": "bt4096", "status": "active", "tier": "enterprise"}}}, "instruction": "Update account at4096 so tier is premium.", "seed": 46096, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4096.tier", "value": "premium"}], "task_id": "train_crud_4096", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4097", "text": "billing incident 0 root cause and mitigation timeline", "title": "Billing Incident Brief 4097"}, {"id": "xt4097", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4097"}]}, "instruction": "Find relevant docs for 'billing incident 0'.", "seed": 46097, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4097", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 4098"}}, "instruction": "Write 'entry-train-4098-619' to /exports/rollup_train_4098.md.", "seed": 46098, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_4098.md"}, {"key": "/exports/rollup_train_4098.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4098-619"}], "task_id": "train_files_4098", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 46099, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4099", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4877}}}], "gold_summary": null, "initial_state": {"accounts": {"at4100": {"id": "at4100", "status": "active", "tier": "basic"}, "bt4100": {"id": "bt4100", "status": "active", "tier": "plus"}}}, "instruction": "Add customer account nt4100.", "seed": 46100, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4100"}, {"op": "equals", "path": "accounts.nt4100.status", "value": "active"}], "task_id": "train_crud_4100", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4101", "text": "security incident 4 root cause and mitigation timeline", "title": "Security Incident Brief 4101"}, {"id": "xt4101", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4101"}]}, "instruction": "Find relevant docs for 'security incident 4'.", "seed": 46101, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4101", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_0.txt": "seed 4102"}}, "instruction": "Create file /notes/runbook_train_4102.log with content 'entry-train-4102-369'.", "seed": 46102, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_4102.log"}, {"key": "/notes/runbook_train_4102.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4102-369"}], "task_id": "train_files_4102", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 46103, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4103", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4104": {"id": "at4104", "status": "active", "tier": "basic"}, "bt4104": {"id": "bt4104", "status": "active", "tier": "plus"}}}, "instruction": "Deactivate user account at4104; use reason risk_review.", "seed": 46104, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4104.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4104.closed_reason", "value": "risk_review"}], "task_id": "train_crud_4104", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4105", "text": "security incident 8 root cause and mitigation timeline", "title": "Security Incident Brief 4105"}, {"id": "xt4105", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4105"}]}, "instruction": "Search docs for 'security incident 8' and inspect top results.", "seed": 46105, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4105", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4883}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_4.txt": "seed 4106"}}, "instruction": "Write 'entry-train-4106-907' to /exports/summary_train_4106.log.", "seed": 46106, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_4106.log"}, {"key": "/exports/summary_train_4106.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4106-907"}], "task_id": "train_files_4106", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 46107, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4107", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4108": {"id": "at4108", "status": "active", "tier": "basic"}, "bt4108": {"id": "bt4108", "status": "active", "tier": "plus"}}}, "instruction": "Set the subscription tier for at4108 to premium.", "seed": 46108, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4108.tier", "value": "premium"}], "task_id": "train_crud_4108", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4109", "text": "compliance incident 12 root cause and mitigation timeline", "title": "Compliance Incident Brief 4109"}, {"id": "xt4109", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4109"}]}, "instruction": "Search docs for 'compliance incident 12' and inspect top results.", "seed": 46109, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4109", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_1.txt": "seed 4110"}}, "instruction": "Write 'entry-train-4110-319' to /snapshots/rollup_train_4110.md.", "seed": 46110, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_4110.md"}, {"key": "/snapshots/rollup_train_4110.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4110-319"}], "task_id": "train_files_4110", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 46111, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4111", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4889}}}], "gold_summary": null, "initial_state": {"accounts": {"at4112": {"id": "at4112", "status": "active", "tier": "basic"}, "bt4112": {"id": "bt4112", "status": "active", "tier": "plus"}}}, "instruction": "Add customer account nt4112.", "seed": 46112, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4112"}, {"op": "equals", "path": "accounts.nt4112.status", "value": "active"}], "task_id": "train_crud_4112", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4113", "text": "security incident 16 root cause and mitigation timeline", "title": "Security Incident Brief 4113"}, {"id": "xt4113", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4113"}]}, "instruction": "Run document search with query 'security incident 16'.", "seed": 46113, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4113", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_5.txt": "seed 4114"}}, "instruction": "Write 'entry-train-4114-268' to /notes/summary_train_4114.log.", "seed": 46114, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_4114.log"}, {"key": "/notes/summary_train_4114.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4114-268"}], "task_id": "train_files_4114", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 46115, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4115", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4116": {"id": "at4116", "status": "active", "tier": "basic"}, "bt4116": {"id": "bt4116", "status": "active", "tier": "basic"}}}, "instruction": "Deactivate user account at4116; use reason duplicate_account.", "seed": 46116, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4116.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4116.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_4116", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4117", "text": "billing incident 3 root cause and mitigation timeline", "title": "Billing Incident Brief 4117"}, {"id": "xt4117", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4117"}]}, "instruction": "Find relevant docs for 'billing incident 3'.", "seed": 46117, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4117", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4895}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_2.txt": "seed 4118"}}, "instruction": "Write 'entry-train-4118-720' to /exports/rollup_train_4118.md.", "seed": 46118, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_4118.md"}, {"key": "/exports/rollup_train_4118.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4118-720"}], "task_id": "train_files_4118", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 46119, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4119", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4120": {"id": "at4120", "status": "active", "tier": "enterprise"}, "bt4120": {"id": "bt4120", "status": "active", "tier": "plus"}}}, "instruction": "Update account at4120 so tier is premium.", "seed": 46120, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4120.tier", "value": "premium"}], "task_id": "train_crud_4120", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4121", "text": "compliance incident 7 root cause and mitigation timeline", "title": "Compliance Incident Brief 4121"}, {"id": "xt4121", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4121"}]}, "instruction": "Run document search with query 'compliance incident 7'.", "seed": 46121, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4121", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_6.txt": "seed 4122"}}, "instruction": "Store the text 'entry-train-4122-167' at /notes/summary_train_4122.md.", "seed": 46122, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_4122.md"}, {"key": "/notes/summary_train_4122.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4122-167"}], "task_id": "train_files_4122", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 46123, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4123", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4901}}}], "gold_summary": null, "initial_state": {"accounts": {"at4124": {"id": "at4124", "status": "active", "tier": "premium"}, "bt4124": {"id": "bt4124", "status": "active", "tier": "premium"}}}, "instruction": "Register account nt4124 with active status.", "seed": 46124, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4124"}, {"op": "equals", "path": "accounts.nt4124.status", "value": "active"}], "task_id": "train_crud_4124", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4125", "text": "retention incident 11 root cause and mitigation timeline", "title": "Retention Incident Brief 4125"}, {"id": "xt4125", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4125"}]}, "instruction": "Run document search with query 'retention incident 11'.", "seed": 46125, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4125", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_3.txt": "seed 4126"}}, "instruction": "Create file /notes/delta_train_4126.md with content 'entry-train-4126-415'.", "seed": 46126, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_train_4126.md"}, {"key": "/notes/delta_train_4126.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4126-415"}], "task_id": "train_files_4126", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 46127, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4127", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4128": {"id": "at4128", "status": "active", "tier": "plus"}, "bt4128": {"id": "bt4128", "status": "active", "tier": "premium"}}}, "instruction": "Archive account at4128 by closing it with reason user_request.", "seed": 46128, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4128.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4128.closed_reason", "value": "user_request"}], "task_id": "train_crud_4128", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4129", "text": "compliance incident 15 root cause and mitigation timeline", "title": "Compliance Incident Brief 4129"}, {"id": "xt4129", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4129"}]}, "instruction": "Find relevant docs for 'compliance incident 15'.", "seed": 46129, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4129", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4907}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_0.txt": "seed 4130"}}, "instruction": "Create file /notes/delta_train_4130.log with content 'entry-train-4130-164'.", "seed": 46130, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_train_4130.log"}, {"key": "/notes/delta_train_4130.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4130-164"}], "task_id": "train_files_4130", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 46131, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4131", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4132": {"id": "at4132", "status": "active", "tier": "plus"}, "bt4132": {"id": "bt4132", "status": "active", "tier": "premium"}}}, "instruction": "Update account at4132 so tier is premium.", "seed": 46132, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4132.tier", "value": "premium"}], "task_id": "train_crud_4132", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4133", "text": "latency incident 2 root cause and mitigation timeline", "title": "Latency Incident Brief 4133"}, {"id": "xt4133", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4133"}]}, "instruction": "Search docs for 'latency incident 2' and inspect top results.", "seed": 46133, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4133", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_4.txt": "seed 4134"}}, "instruction": "Create file /exports/delta_train_4134.log with content 'entry-train-4134-521'.", "seed": 46134, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_train_4134.log"}, {"key": "/exports/delta_train_4134.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4134-521"}], "task_id": "train_files_4134", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 46135, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4135", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4913}}}], "gold_summary": null, "initial_state": {"accounts": {"at4136": {"id": "at4136", "status": "active", "tier": "plus"}, "bt4136": {"id": "bt4136", "status": "active", "tier": "plus"}}}, "instruction": "Add customer account nt4136.", "seed": 46136, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4136"}, {"op": "equals", "path": "accounts.nt4136.status", "value": "active"}], "task_id": "train_crud_4136", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_1.txt": "seed 4138"}}, "instruction": "Write 'entry-train-4138-428' to /exports/delta_train_4138.log.", "seed": 46138, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_train_4138.log"}, {"key": "/exports/delta_train_4138.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4138-428"}], "task_id": "train_files_4138", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4140": {"id": "at4140", "status": "active", "tier": "premium"}, "bt4140": {"id": "bt4140", "status": "active", "tier": "plus"}}}, "instruction": "Archive account at4140 by closing it with reason risk_review.", "seed": 46140, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4140.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4140.closed_reason", "value": "risk_review"}], "task_id": "train_crud_4140", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4141", "text": "retention incident 10 root cause and mitigation timeline", "title": "Retention Incident Brief 4141"}, {"id": "xt4141", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4141"}]}, "instruction": "Search docs for 'retention incident 10' and inspect top results.", "seed": 46141, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4141", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4919}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_5.txt": "seed 4142"}}, "instruction": "Create file /snapshots/runbook_train_4142.txt with content 'entry-train-4142-501'.", "seed": 46142, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/runbook_train_4142.txt"}, {"key": "/snapshots/runbook_train_4142.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4142-501"}], "task_id": "train_files_4142", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 46143, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4143", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4144": {"id": "at4144", "status": "active", "tier": "premium"}, "bt4144": {"id": "bt4144", "status": "active", "tier": "premium"}}}, "instruction": "Patch account at4144 with tier=basic.", "seed": 46144, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4144.tier", "value": "basic"}], "task_id": "train_crud_4144", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4145", "text": "latency incident 14 root cause and mitigation timeline", "title": "Latency Incident Brief 4145"}, {"id": "xt4145", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4145"}]}, "instruction": "Run document search with query 'latency incident 14'.", "seed": 46145, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4145", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_2.txt": "seed 4146"}}, "instruction": "Write 'entry-train-4146-168' to /notes/rollup_train_4146.txt.", "seed": 46146, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_4146.txt"}, {"key": "/notes/rollup_train_4146.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4146-168"}], "task_id": "train_files_4146", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 46147, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4147", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4925}}}], "gold_summary": null, "initial_state": {"accounts": {"at4148": {"id": "at4148", "status": "active", "tier": "premium"}, "bt4148": {"id": "bt4148", "status": "active", "tier": "enterprise"}}}, "instruction": "Create a new account with id nt4148.", "seed": 46148, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4148"}, {"op": "equals", "path": "accounts.nt4148.status", "value": "active"}], "task_id": "train_crud_4148", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4149", "text": "latency incident 1 root cause and mitigation timeline", "title": "Latency Incident Brief 4149"}, {"id": "xt4149", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4149"}]}, "instruction": "Run document search with query 'latency incident 1'.", "seed": 46149, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4149", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_6.txt": "seed 4150"}}, "instruction": "Create file /snapshots/delta_train_4150.txt with content 'entry-train-4150-587'.", "seed": 46150, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/delta_train_4150.txt"}, {"key": "/snapshots/delta_train_4150.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4150-587"}], "task_id": "train_files_4150", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 46151, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4151", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4152": {"id": "at4152", "status": "active", "tier": "basic"}, "bt4152": {"id": "bt4152", "status": "active", "tier": "basic"}}}, "instruction": "Close account at4152 and mark the reason as user_request.", "seed": 46152, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4152.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4152.closed_reason", "value": "user_request"}], "task_id": "train_crud_4152", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4153", "text": "latency incident 5 root cause and mitigation timeline", "title": "Latency Incident Brief 4153"}, {"id": "xt4153", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4153"}]}, "instruction": "Find relevant docs for 'latency incident 5'.", "seed": 46153, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4153", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4931}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_3.txt": "seed 4154"}}, "instruction": "Write 'entry-train-4154-902' to /notes/runbook_train_4154.txt.", "seed": 46154, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_4154.txt"}, {"key": "/notes/runbook_train_4154.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4154-902"}], "task_id": "train_files_4154", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 46155, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4155", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4156": {"id": "at4156", "status": "active", "tier": "basic"}, "bt4156": {"id": "bt4156", "status": "active", "tier": "basic"}}}, "instruction": "Set the subscription tier for at4156 to plus.", "seed": 46156, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4156.tier", "value": "plus"}], "task_id": "train_crud_4156", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4157", "text": "latency incident 9 root cause and mitigation timeline", "title": "Latency Incident Brief 4157"}, {"id": "xt4157", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4157"}]}, "instruction": "Search docs for 'latency incident 9' and inspect top results.", "seed": 46157, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4157", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_0.txt": "seed 4158"}}, "instruction": "Store the text 'entry-train-4158-718' at /drafts/status_train_4158.log.", "seed": 46158, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/status_train_4158.log"}, {"key": "/drafts/status_train_4158.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4158-718"}], "task_id": "train_files_4158", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 46159, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4159", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4937}}}], "gold_summary": null, "initial_state": {"accounts": {"at4160": {"id": "at4160", "status": "active", "tier": "plus"}, "bt4160": {"id": "bt4160", "status": "active", "tier": "premium"}}}, "instruction": "Create a new account with id nt4160.", "seed": 46160, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4160"}, {"op": "equals", "path": "accounts.nt4160.status", "value": "active"}], "task_id": "train_crud_4160", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4161", "text": "security incident 13 root cause and mitigation timeline", "title": "Security Incident Brief 4161"}, {"id": "xt4161", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4161"}]}, "instruction": "Search docs for 'security incident 13' and inspect top results.", "seed": 46161, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4161", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_4.txt": "seed 4162"}}, "instruction": "Write 'entry-train-4162-264' to /notes/delta_train_4162.txt.", "seed": 46162, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_train_4162.txt"}, {"key": "/notes/delta_train_4162.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4162-264"}], "task_id": "train_files_4162", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 46163, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4163", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4164": {"id": "at4164", "status": "active", "tier": "enterprise"}, "bt4164": {"id": "bt4164", "status": "active", "tier": "plus"}}}, "instruction": "Archive account at4164 by closing it with reason compliance.", "seed": 46164, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4164.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4164.closed_reason", "value": "compliance"}], "task_id": "train_crud_4164", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4165", "text": "security incident 0 root cause and mitigation timeline", "title": "Security Incident Brief 4165"}, {"id": "xt4165", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4165"}]}, "instruction": "Search docs for 'security incident 0' and inspect top results.", "seed": 46165, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4165", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4943}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_1.txt": "seed 4166"}}, "instruction": "Store the text 'entry-train-4166-344' at /exports/summary_train_4166.txt.", "seed": 46166, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_4166.txt"}, {"key": "/exports/summary_train_4166.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4166-344"}], "task_id": "train_files_4166", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 46167, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4167", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4168": {"id": "at4168", "status": "active", "tier": "enterprise"}, "bt4168": {"id": "bt4168", "status": "active", "tier": "plus"}}}, "instruction": "Update account at4168 so tier is plus.", "seed": 46168, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4168.tier", "value": "plus"}], "task_id": "train_crud_4168", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4169", "text": "billing incident 4 root cause and mitigation timeline", "title": "Billing Incident Brief 4169"}, {"id": "xt4169", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4169"}]}, "instruction": "Find relevant docs for 'billing incident 4'.", "seed": 46169, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4169", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_5.txt": "seed 4170"}}, "instruction": "Create file /snapshots/rollup_train_4170.txt with content 'entry-train-4170-856'.", "seed": 46170, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_4170.txt"}, {"key": "/snapshots/rollup_train_4170.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4170-856"}], "task_id": "train_files_4170", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 46171, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4171", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4949}}}], "gold_summary": null, "initial_state": {"accounts": {"at4172": {"id": "at4172", "status": "active", "tier": "premium"}, "bt4172": {"id": "bt4172", "status": "active", "tier": "enterprise"}}}, "instruction": "Register account nt4172 with active status.", "seed": 46172, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4172"}, {"op": "equals", "path": "accounts.nt4172.status", "value": "active"}], "task_id": "train_crud_4172", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4173", "text": "onboarding incident 8 root cause and mitigation timeline", "title": "Onboarding Incident Brief 4173"}, {"id": "xt4173", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4173"}]}, "instruction": "Run document search with query 'onboarding incident 8'.", "seed": 46173, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4173", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_2.txt": "seed 4174"}}, "instruction": "Create file /reports/rollup_train_4174.log with content 'entry-train-4174-730'.", "seed": 46174, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_4174.log"}, {"key": "/reports/rollup_train_4174.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4174-730"}], "task_id": "train_files_4174", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 46175, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4175", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4176": {"id": "at4176", "status": "active", "tier": "basic"}, "bt4176": {"id": "bt4176", "status": "active", "tier": "enterprise"}}}, "instruction": "Deactivate user account at4176; use reason risk_review.", "seed": 46176, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4176.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4176.closed_reason", "value": "risk_review"}], "task_id": "train_crud_4176", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4177", "text": "security incident 12 root cause and mitigation timeline", "title": "Security Incident Brief 4177"}, {"id": "xt4177", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4177"}]}, "instruction": "Run document search with query 'security incident 12'.", "seed": 46177, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4177", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4955}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_6.txt": "seed 4178"}}, "instruction": "Store the text 'entry-train-4178-354' at /exports/rollup_train_4178.md.", "seed": 46178, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_4178.md"}, {"key": "/exports/rollup_train_4178.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4178-354"}], "task_id": "train_files_4178", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 46179, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4179", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4180": {"id": "at4180", "status": "active", "tier": "enterprise"}, "bt4180": {"id": "bt4180", "status": "active", "tier": "plus"}}}, "instruction": "Patch account at4180 with tier=basic.", "seed": 46180, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4180.tier", "value": "basic"}], "task_id": "train_crud_4180", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4181", "text": "compliance incident 16 root cause and mitigation timeline", "title": "Compliance Incident Brief 4181"}, {"id": "xt4181", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4181"}]}, "instruction": "Run document search with query 'compliance incident 16'.", "seed": 46181, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4181", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_3.txt": "seed 4182"}}, "instruction": "Write 'entry-train-4182-490' to /notes/runbook_train_4182.md.", "seed": 46182, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_4182.md"}, {"key": "/notes/runbook_train_4182.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4182-490"}], "task_id": "train_files_4182", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 46183, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4183", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4961}}}], "gold_summary": null, "initial_state": {"accounts": {"at4184": {"id": "at4184", "status": "active", "tier": "basic"}, "bt4184": {"id": "bt4184", "status": "active", "tier": "premium"}}}, "instruction": "Register account nt4184 with active status.", "seed": 46184, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4184"}, {"op": "equals", "path": "accounts.nt4184.status", "value": "active"}], "task_id": "train_crud_4184", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4185", "text": "security incident 3 root cause and mitigation timeline", "title": "Security Incident Brief 4185"}, {"id": "xt4185", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4185"}]}, "instruction": "Run document search with query 'security incident 3'.", "seed": 46185, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4185", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_0.txt": "seed 4186"}}, "instruction": "Write 'entry-train-4186-272' to /exports/rollup_train_4186.txt.", "seed": 46186, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_4186.txt"}, {"key": "/exports/rollup_train_4186.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4186-272"}], "task_id": "train_files_4186", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 46187, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4187", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4188": {"id": "at4188", "status": "active", "tier": "plus"}, "bt4188": {"id": "bt4188", "status": "active", "tier": "plus"}}}, "instruction": "Archive account at4188 by closing it with reason user_request.", "seed": 46188, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4188.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4188.closed_reason", "value": "user_request"}], "task_id": "train_crud_4188", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4189", "text": "retention incident 7 root cause and mitigation timeline", "title": "Retention Incident Brief 4189"}, {"id": "xt4189", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4189"}]}, "instruction": "Search docs for 'retention incident 7' and inspect top results.", "seed": 46189, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4189", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4967}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_4.txt": "seed 4190"}}, "instruction": "Create file /exports/summary_train_4190.log with content 'entry-train-4190-361'.", "seed": 46190, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_4190.log"}, {"key": "/exports/summary_train_4190.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4190-361"}], "task_id": "train_files_4190", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 46191, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4191", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4192": {"id": "at4192", "status": "active", "tier": "premium"}, "bt4192": {"id": "bt4192", "status": "active", "tier": "plus"}}}, "instruction": "Set the subscription tier for at4192 to basic.", "seed": 46192, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4192.tier", "value": "basic"}], "task_id": "train_crud_4192", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4193", "text": "security incident 11 root cause and mitigation timeline", "title": "Security Incident Brief 4193"}, {"id": "xt4193", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4193"}]}, "instruction": "Search docs for 'security incident 11' and inspect top results.", "seed": 46193, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4193", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_1.txt": "seed 4194"}}, "instruction": "Store the text 'entry-train-4194-153' at /drafts/summary_train_4194.log.", "seed": 46194, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_4194.log"}, {"key": "/drafts/summary_train_4194.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4194-153"}], "task_id": "train_files_4194", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 46195, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4195", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4973}}}], "gold_summary": null, "initial_state": {"accounts": {"at4196": {"id": "at4196", "status": "active", "tier": "enterprise"}, "bt4196": {"id": "bt4196", "status": "active", "tier": "plus"}}}, "instruction": "Create a new account with id nt4196.", "seed": 46196, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4196"}, {"op": "equals", "path": "accounts.nt4196.status", "value": "active"}], "task_id": "train_crud_4196", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4197", "text": "security incident 15 root cause and mitigation timeline", "title": "Security Incident Brief 4197"}, {"id": "xt4197", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4197"}]}, "instruction": "Find relevant docs for 'security incident 15'.", "seed": 46197, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4197", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_5.txt": "seed 4198"}}, "instruction": "Write 'entry-train-4198-375' to /reports/summary_train_4198.txt.", "seed": 46198, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_4198.txt"}, {"key": "/reports/summary_train_4198.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4198-375"}], "task_id": "train_files_4198", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 46199, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4199", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4200": {"id": "at4200", "status": "active", "tier": "plus"}, "bt4200": {"id": "bt4200", "status": "active", "tier": "plus"}}}, "instruction": "Close account at4200 and mark the reason as risk_review.", "seed": 46200, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4200.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4200.closed_reason", "value": "risk_review"}], "task_id": "train_crud_4200", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4201", "text": "latency incident 2 root cause and mitigation timeline", "title": "Latency Incident Brief 4201"}, {"id": "xt4201", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4201"}]}, "instruction": "Run document search with query 'latency incident 2'.", "seed": 46201, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4201", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4979}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_2.txt": "seed 4202"}}, "instruction": "Write 'entry-train-4202-616' to /notes/summary_train_4202.log.", "seed": 46202, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_4202.log"}, {"key": "/notes/summary_train_4202.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4202-616"}], "task_id": "train_files_4202", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 46203, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4203", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4204": {"id": "at4204", "status": "active", "tier": "enterprise"}, "bt4204": {"id": "bt4204", "status": "active", "tier": "plus"}}}, "instruction": "Update account at4204 so tier is basic.", "seed": 46204, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4204.tier", "value": "basic"}], "task_id": "train_crud_4204", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4205", "text": "onboarding incident 6 root cause and mitigation timeline", "title": "Onboarding Incident Brief 4205"}, {"id": "xt4205", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4205"}]}, "instruction": "Run document search with query 'onboarding incident 6'.", "seed": 46205, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4205", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_6.txt": "seed 4206"}}, "instruction": "Write 'entry-train-4206-827' to /drafts/rollup_train_4206.txt.", "seed": 46206, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_4206.txt"}, {"key": "/drafts/rollup_train_4206.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4206-827"}], "task_id": "train_files_4206", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 46207, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4207", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4985}}}], "gold_summary": null, "initial_state": {"accounts": {"at4208": {"id": "at4208", "status": "active", "tier": "basic"}, "bt4208": {"id": "bt4208", "status": "active", "tier": "plus"}}}, "instruction": "Create a new account with id nt4208.", "seed": 46208, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4208"}, {"op": "equals", "path": "accounts.nt4208.status", "value": "active"}], "task_id": "train_crud_4208", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4209", "text": "latency incident 10 root cause and mitigation timeline", "title": "Latency Incident Brief 4209"}, {"id": "xt4209", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4209"}]}, "instruction": "Find relevant docs for 'latency incident 10'.", "seed": 46209, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4209", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_3.txt": "seed 4210"}}, "instruction": "Store the text 'entry-train-4210-654' at /snapshots/rollup_train_4210.log.", "seed": 46210, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_4210.log"}, {"key": "/snapshots/rollup_train_4210.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4210-654"}], "task_id": "train_files_4210", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 46211, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4211", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4212": {"id": "at4212", "status": "active", "tier": "enterprise"}, "bt4212": {"id": "bt4212", "status": "active", "tier": "enterprise"}}}, "instruction": "Archive account at4212 by closing it with reason risk_review.", "seed": 46212, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4212.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4212.closed_reason", "value": "risk_review"}], "task_id": "train_crud_4212", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4213", "text": "compliance incident 14 root cause and mitigation timeline", "title": "Compliance Incident Brief 4213"}, {"id": "xt4213", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4213"}]}, "instruction": "Search docs for 'compliance incident 14' and inspect top results.", "seed": 46213, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4213", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 4991}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_0.txt": "seed 4214"}}, "instruction": "Create file /drafts/summary_train_4214.log with content 'entry-train-4214-476'.", "seed": 46214, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_4214.log"}, {"key": "/drafts/summary_train_4214.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4214-476"}], "task_id": "train_files_4214", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 46215, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4215", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4216": {"id": "at4216", "status": "active", "tier": "enterprise"}, "bt4216": {"id": "bt4216", "status": "active", "tier": "premium"}}}, "instruction": "Update account at4216 so tier is plus.", "seed": 46216, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4216.tier", "value": "plus"}], "task_id": "train_crud_4216", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4217", "text": "compliance incident 1 root cause and mitigation timeline", "title": "Compliance Incident Brief 4217"}, {"id": "xt4217", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4217"}]}, "instruction": "Search docs for 'compliance incident 1' and inspect top results.", "seed": 46217, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4217", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_4.txt": "seed 4218"}}, "instruction": "Write 'entry-train-4218-868' to /drafts/rollup_train_4218.log.", "seed": 46218, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_4218.log"}, {"key": "/drafts/rollup_train_4218.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4218-868"}], "task_id": "train_files_4218", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 46219, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4219", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 4997}}}], "gold_summary": null, "initial_state": {"accounts": {"at4220": {"id": "at4220", "status": "active", "tier": "premium"}, "bt4220": {"id": "bt4220", "status": "active", "tier": "plus"}}}, "instruction": "Create a new account with id nt4220.", "seed": 46220, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4220"}, {"op": "equals", "path": "accounts.nt4220.status", "value": "active"}], "task_id": "train_crud_4220", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4221", "text": "billing incident 5 root cause and mitigation timeline", "title": "Billing Incident Brief 4221"}, {"id": "xt4221", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4221"}]}, "instruction": "Run document search with query 'billing incident 5'.", "seed": 46221, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4221", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_1.txt": "seed 4222"}}, "instruction": "Store the text 'entry-train-4222-577' at /exports/rollup_train_4222.md.", "seed": 46222, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_4222.md"}, {"key": "/exports/rollup_train_4222.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4222-577"}], "task_id": "train_files_4222", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4225", "text": "billing incident 9 root cause and mitigation timeline", "title": "Billing Incident Brief 4225"}, {"id": "xt4225", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4225"}]}, "instruction": "Run document search with query 'billing incident 9'.", "seed": 46225, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4225", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5003}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_5.txt": "seed 4226"}}, "instruction": "Store the text 'entry-train-4226-495' at /reports/runbook_train_4226.md.", "seed": 46226, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_4226.md"}, {"key": "/reports/runbook_train_4226.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4226-495"}], "task_id": "train_files_4226", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 46227, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4227", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4228": {"id": "at4228", "status": "active", "tier": "premium"}, "bt4228": {"id": "bt4228", "status": "active", "tier": "enterprise"}}}, "instruction": "Update account at4228 so tier is enterprise.", "seed": 46228, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4228.tier", "value": "enterprise"}], "task_id": "train_crud_4228", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4229", "text": "billing incident 13 root cause and mitigation timeline", "title": "Billing Incident Brief 4229"}, {"id": "xt4229", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4229"}]}, "instruction": "Run document search with query 'billing incident 13'.", "seed": 46229, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4229", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_2.txt": "seed 4230"}}, "instruction": "Write 'entry-train-4230-269' to /drafts/runbook_train_4230.log.", "seed": 46230, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_train_4230.log"}, {"key": "/drafts/runbook_train_4230.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4230-269"}], "task_id": "train_files_4230", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 46231, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4231", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5009}}}], "gold_summary": null, "initial_state": {"accounts": {"at4232": {"id": "at4232", "status": "active", "tier": "basic"}, "bt4232": {"id": "bt4232", "status": "active", "tier": "plus"}}}, "instruction": "Add customer account nt4232.", "seed": 46232, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4232"}, {"op": "equals", "path": "accounts.nt4232.status", "value": "active"}], "task_id": "train_crud_4232", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4233", "text": "onboarding incident 0 root cause and mitigation timeline", "title": "Onboarding Incident Brief 4233"}, {"id": "xt4233", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4233"}]}, "instruction": "Search docs for 'onboarding incident 0' and inspect top results.", "seed": 46233, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4233", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_6.txt": "seed 4234"}}, "instruction": "Store the text 'entry-train-4234-917' at /snapshots/rollup_train_4234.md.", "seed": 46234, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_4234.md"}, {"key": "/snapshots/rollup_train_4234.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4234-917"}], "task_id": "train_files_4234", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 46235, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4235", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4236": {"id": "at4236", "status": "active", "tier": "premium"}, "bt4236": {"id": "bt4236", "status": "active", "tier": "basic"}}}, "instruction": "Deactivate user account at4236; use reason compliance.", "seed": 46236, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4236.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4236.closed_reason", "value": "compliance"}], "task_id": "train_crud_4236", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4237", "text": "compliance incident 4 root cause and mitigation timeline", "title": "Compliance Incident Brief 4237"}, {"id": "xt4237", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4237"}]}, "instruction": "Search docs for 'compliance incident 4' and inspect top results.", "seed": 46237, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4237", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5015}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_3.txt": "seed 4238"}}, "instruction": "Write 'entry-train-4238-168' to /notes/delta_train_4238.log.", "seed": 46238, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_train_4238.log"}, {"key": "/notes/delta_train_4238.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4238-168"}], "task_id": "train_files_4238", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 46239, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4239", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4240": {"id": "at4240", "status": "active", "tier": "premium"}, "bt4240": {"id": "bt4240", "status": "active", "tier": "plus"}}}, "instruction": "Update account at4240 so tier is basic.", "seed": 46240, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4240.tier", "value": "basic"}], "task_id": "train_crud_4240", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4241", "text": "onboarding incident 8 root cause and mitigation timeline", "title": "Onboarding Incident Brief 4241"}, {"id": "xt4241", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4241"}]}, "instruction": "Run document search with query 'onboarding incident 8'.", "seed": 46241, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4241", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_0.txt": "seed 4242"}}, "instruction": "Create file /snapshots/status_train_4242.txt with content 'entry-train-4242-145'.", "seed": 46242, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_4242.txt"}, {"key": "/snapshots/status_train_4242.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4242-145"}], "task_id": "train_files_4242", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 46243, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4243", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5021}}}], "gold_summary": null, "initial_state": {"accounts": {"at4244": {"id": "at4244", "status": "active", "tier": "plus"}, "bt4244": {"id": "bt4244", "status": "active", "tier": "plus"}}}, "instruction": "Register account nt4244 with active status.", "seed": 46244, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4244"}, {"op": "equals", "path": "accounts.nt4244.status", "value": "active"}], "task_id": "train_crud_4244", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4245", "text": "onboarding incident 12 root cause and mitigation timeline", "title": "Onboarding Incident Brief 4245"}, {"id": "xt4245", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4245"}]}, "instruction": "Run document search with query 'onboarding incident 12'.", "seed": 46245, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4245", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_4.txt": "seed 4246"}}, "instruction": "Write 'entry-train-4246-267' to /drafts/summary_train_4246.txt.", "seed": 46246, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_4246.txt"}, {"key": "/drafts/summary_train_4246.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4246-267"}], "task_id": "train_files_4246", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 46247, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4247", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4248": {"id": "at4248", "status": "active", "tier": "plus"}, "bt4248": {"id": "bt4248", "status": "active", "tier": "enterprise"}}}, "instruction": "Close account at4248 and mark the reason as user_request.", "seed": 46248, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4248.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4248.closed_reason", "value": "user_request"}], "task_id": "train_crud_4248", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4249", "text": "retention incident 16 root cause and mitigation timeline", "title": "Retention Incident Brief 4249"}, {"id": "xt4249", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4249"}]}, "instruction": "Run document search with query 'retention incident 16'.", "seed": 46249, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4249", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5027}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 4250"}}, "instruction": "Store the text 'entry-train-4250-364' at /notes/runbook_train_4250.md.", "seed": 46250, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_4250.md"}, {"key": "/notes/runbook_train_4250.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4250-364"}], "task_id": "train_files_4250", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 46251, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4251", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4252": {"id": "at4252", "status": "active", "tier": "premium"}, "bt4252": {"id": "bt4252", "status": "active", "tier": "plus"}}}, "instruction": "Patch account at4252 with tier=enterprise.", "seed": 46252, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4252.tier", "value": "enterprise"}], "task_id": "train_crud_4252", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4253", "text": "onboarding incident 3 root cause and mitigation timeline", "title": "Onboarding Incident Brief 4253"}, {"id": "xt4253", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4253"}]}, "instruction": "Search docs for 'onboarding incident 3' and inspect top results.", "seed": 46253, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4253", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_5.txt": "seed 4254"}}, "instruction": "Create file /reports/rollup_train_4254.md with content 'entry-train-4254-378'.", "seed": 46254, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_4254.md"}, {"key": "/reports/rollup_train_4254.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4254-378"}], "task_id": "train_files_4254", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 46255, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4255", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5033}}}], "gold_summary": null, "initial_state": {"accounts": {"at4256": {"id": "at4256", "status": "active", "tier": "enterprise"}, "bt4256": {"id": "bt4256", "status": "active", "tier": "premium"}}}, "instruction": "Register account nt4256 with active status.", "seed": 46256, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4256"}, {"op": "equals", "path": "accounts.nt4256.status", "value": "active"}], "task_id": "train_crud_4256", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4257", "text": "billing incident 7 root cause and mitigation timeline", "title": "Billing Incident Brief 4257"}, {"id": "xt4257", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4257"}]}, "instruction": "Find relevant docs for 'billing incident 7'.", "seed": 46257, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4257", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_2.txt": "seed 4258"}}, "instruction": "Write 'entry-train-4258-575' to /drafts/status_train_4258.txt.", "seed": 46258, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/status_train_4258.txt"}, {"key": "/drafts/status_train_4258.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4258-575"}], "task_id": "train_files_4258", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 46259, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4259", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4260": {"id": "at4260", "status": "active", "tier": "enterprise"}, "bt4260": {"id": "bt4260", "status": "active", "tier": "premium"}}}, "instruction": "Close account at4260 and mark the reason as duplicate_account.", "seed": 46260, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4260.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4260.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_4260", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4261", "text": "security incident 11 root cause and mitigation timeline", "title": "Security Incident Brief 4261"}, {"id": "xt4261", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4261"}]}, "instruction": "Find relevant docs for 'security incident 11'.", "seed": 46261, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4261", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5039}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_6.txt": "seed 4262"}}, "instruction": "Create file /snapshots/summary_train_4262.md with content 'entry-train-4262-158'.", "seed": 46262, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/summary_train_4262.md"}, {"key": "/snapshots/summary_train_4262.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4262-158"}], "task_id": "train_files_4262", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 46263, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4263", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4264": {"id": "at4264", "status": "active", "tier": "enterprise"}, "bt4264": {"id": "bt4264", "status": "active", "tier": "premium"}}}, "instruction": "Set the subscription tier for at4264 to basic.", "seed": 46264, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4264.tier", "value": "basic"}], "task_id": "train_crud_4264", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4265", "text": "latency incident 15 root cause and mitigation timeline", "title": "Latency Incident Brief 4265"}, {"id": "xt4265", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4265"}]}, "instruction": "Run document search with query 'latency incident 15'.", "seed": 46265, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4265", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_3.txt": "seed 4266"}}, "instruction": "Create file /snapshots/rollup_train_4266.log with content 'entry-train-4266-319'.", "seed": 46266, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_4266.log"}, {"key": "/snapshots/rollup_train_4266.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4266-319"}], "task_id": "train_files_4266", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 46267, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4267", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5045}}}], "gold_summary": null, "initial_state": {"accounts": {"at4268": {"id": "at4268", "status": "active", "tier": "plus"}, "bt4268": {"id": "bt4268", "status": "active", "tier": "plus"}}}, "instruction": "Add customer account nt4268.", "seed": 46268, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4268"}, {"op": "equals", "path": "accounts.nt4268.status", "value": "active"}], "task_id": "train_crud_4268", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4269", "text": "latency incident 2 root cause and mitigation timeline", "title": "Latency Incident Brief 4269"}, {"id": "xt4269", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4269"}]}, "instruction": "Run document search with query 'latency incident 2'.", "seed": 46269, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4269", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_0.txt": "seed 4270"}}, "instruction": "Store the text 'entry-train-4270-184' at /reports/summary_train_4270.txt.", "seed": 46270, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_4270.txt"}, {"key": "/reports/summary_train_4270.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4270-184"}], "task_id": "train_files_4270", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 46271, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4271", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4272": {"id": "at4272", "status": "active", "tier": "basic"}, "bt4272": {"id": "bt4272", "status": "active", "tier": "plus"}}}, "instruction": "Close account at4272 and mark the reason as user_request.", "seed": 46272, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4272.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4272.closed_reason", "value": "user_request"}], "task_id": "train_crud_4272", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4273", "text": "compliance incident 6 root cause and mitigation timeline", "title": "Compliance Incident Brief 4273"}, {"id": "xt4273", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4273"}]}, "instruction": "Search docs for 'compliance incident 6' and inspect top results.", "seed": 46273, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4273", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5051}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_4.txt": "seed 4274"}}, "instruction": "Store the text 'entry-train-4274-795' at /drafts/runbook_train_4274.md.", "seed": 46274, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_train_4274.md"}, {"key": "/drafts/runbook_train_4274.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4274-795"}], "task_id": "train_files_4274", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 46275, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4275", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4276": {"id": "at4276", "status": "active", "tier": "plus"}, "bt4276": {"id": "bt4276", "status": "active", "tier": "premium"}}}, "instruction": "Update account at4276 so tier is premium.", "seed": 46276, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4276.tier", "value": "premium"}], "task_id": "train_crud_4276", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4277", "text": "onboarding incident 10 root cause and mitigation timeline", "title": "Onboarding Incident Brief 4277"}, {"id": "xt4277", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4277"}]}, "instruction": "Search docs for 'onboarding incident 10' and inspect top results.", "seed": 46277, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4277", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 4278"}}, "instruction": "Write 'entry-train-4278-908' to /notes/summary_train_4278.txt.", "seed": 46278, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_4278.txt"}, {"key": "/notes/summary_train_4278.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4278-908"}], "task_id": "train_files_4278", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 46279, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4279", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5057}}}], "gold_summary": null, "initial_state": {"accounts": {"at4280": {"id": "at4280", "status": "active", "tier": "premium"}, "bt4280": {"id": "bt4280", "status": "active", "tier": "basic"}}}, "instruction": "Add customer account nt4280.", "seed": 46280, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4280"}, {"op": "equals", "path": "accounts.nt4280.status", "value": "active"}], "task_id": "train_crud_4280", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4281", "text": "latency incident 14 root cause and mitigation timeline", "title": "Latency Incident Brief 4281"}, {"id": "xt4281", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4281"}]}, "instruction": "Search docs for 'latency incident 14' and inspect top results.", "seed": 46281, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4281", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_5.txt": "seed 4282"}}, "instruction": "Store the text 'entry-train-4282-261' at /snapshots/delta_train_4282.md.", "seed": 46282, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/delta_train_4282.md"}, {"key": "/snapshots/delta_train_4282.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4282-261"}], "task_id": "train_files_4282", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 46283, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4283", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4284": {"id": "at4284", "status": "active", "tier": "premium"}, "bt4284": {"id": "bt4284", "status": "active", "tier": "enterprise"}}}, "instruction": "Archive account at4284 by closing it with reason duplicate_account.", "seed": 46284, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4284.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4284.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_4284", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4285", "text": "security incident 1 root cause and mitigation timeline", "title": "Security Incident Brief 4285"}, {"id": "xt4285", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4285"}]}, "instruction": "Run document search with query 'security incident 1'.", "seed": 46285, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4285", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5063}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_2.txt": "seed 4286"}}, "instruction": "Store the text 'entry-train-4286-400' at /exports/delta_train_4286.md.", "seed": 46286, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_train_4286.md"}, {"key": "/exports/delta_train_4286.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4286-400"}], "task_id": "train_files_4286", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 46287, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4287", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4288": {"id": "at4288", "status": "active", "tier": "premium"}, "bt4288": {"id": "bt4288", "status": "active", "tier": "plus"}}}, "instruction": "Set the subscription tier for at4288 to basic.", "seed": 46288, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4288.tier", "value": "basic"}], "task_id": "train_crud_4288", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4289", "text": "retention incident 5 root cause and mitigation timeline", "title": "Retention Incident Brief 4289"}, {"id": "xt4289", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4289"}]}, "instruction": "Search docs for 'retention incident 5' and inspect top results.", "seed": 46289, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4289", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_6.txt": "seed 4290"}}, "instruction": "Write 'entry-train-4290-996' to /reports/summary_train_4290.log.", "seed": 46290, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_4290.log"}, {"key": "/reports/summary_train_4290.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4290-996"}], "task_id": "train_files_4290", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 46291, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4291", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5069}}}], "gold_summary": null, "initial_state": {"accounts": {"at4292": {"id": "at4292", "status": "active", "tier": "plus"}, "bt4292": {"id": "bt4292", "status": "active", "tier": "basic"}}}, "instruction": "Register account nt4292 with active status.", "seed": 46292, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4292"}, {"op": "equals", "path": "accounts.nt4292.status", "value": "active"}], "task_id": "train_crud_4292", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4293", "text": "latency incident 9 root cause and mitigation timeline", "title": "Latency Incident Brief 4293"}, {"id": "xt4293", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4293"}]}, "instruction": "Find relevant docs for 'latency incident 9'.", "seed": 46293, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4293", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_3.txt": "seed 4294"}}, "instruction": "Write 'entry-train-4294-519' to /drafts/rollup_train_4294.md.", "seed": 46294, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_4294.md"}, {"key": "/drafts/rollup_train_4294.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4294-519"}], "task_id": "train_files_4294", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 46295, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4295", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4296": {"id": "at4296", "status": "active", "tier": "plus"}, "bt4296": {"id": "bt4296", "status": "active", "tier": "plus"}}}, "instruction": "Close account at4296 and mark the reason as duplicate_account.", "seed": 46296, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4296.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4296.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_4296", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4297", "text": "billing incident 13 root cause and mitigation timeline", "title": "Billing Incident Brief 4297"}, {"id": "xt4297", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4297"}]}, "instruction": "Run document search with query 'billing incident 13'.", "seed": 46297, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4297", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5075}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_0.txt": "seed 4298"}}, "instruction": "Store the text 'entry-train-4298-574' at /snapshots/status_train_4298.md.", "seed": 46298, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_4298.md"}, {"key": "/snapshots/status_train_4298.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4298-574"}], "task_id": "train_files_4298", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 46299, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4299", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4300": {"id": "at4300", "status": "active", "tier": "premium"}, "bt4300": {"id": "bt4300", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at4300 with tier=enterprise.", "seed": 46300, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4300.tier", "value": "enterprise"}], "task_id": "train_crud_4300", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4301", "text": "onboarding incident 0 root cause and mitigation timeline", "title": "Onboarding Incident Brief 4301"}, {"id": "xt4301", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4301"}]}, "instruction": "Search docs for 'onboarding incident 0' and inspect top results.", "seed": 46301, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4301", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_4.txt": "seed 4302"}}, "instruction": "Create file /drafts/runbook_train_4302.md with content 'entry-train-4302-195'.", "seed": 46302, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_train_4302.md"}, {"key": "/drafts/runbook_train_4302.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4302-195"}], "task_id": "train_files_4302", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 46303, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4303", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5081}}}], "gold_summary": null, "initial_state": {"accounts": {"at4304": {"id": "at4304", "status": "active", "tier": "plus"}, "bt4304": {"id": "bt4304", "status": "active", "tier": "enterprise"}}}, "instruction": "Register account nt4304 with active status.", "seed": 46304, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4304"}, {"op": "equals", "path": "accounts.nt4304.status", "value": "active"}], "task_id": "train_crud_4304", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4305", "text": "security incident 4 root cause and mitigation timeline", "title": "Security Incident Brief 4305"}, {"id": "xt4305", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4305"}]}, "instruction": "Run document search with query 'security incident 4'.", "seed": 46305, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4305", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_1.txt": "seed 4306"}}, "instruction": "Store the text 'entry-train-4306-469' at /reports/summary_train_4306.log.", "seed": 46306, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_4306.log"}, {"key": "/reports/summary_train_4306.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4306-469"}], "task_id": "train_files_4306", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 46307, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4307", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4308": {"id": "at4308", "status": "active", "tier": "basic"}, "bt4308": {"id": "bt4308", "status": "active", "tier": "plus"}}}, "instruction": "Close account at4308 and mark the reason as risk_review.", "seed": 46308, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4308.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4308.closed_reason", "value": "risk_review"}], "task_id": "train_crud_4308", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4309", "text": "latency incident 8 root cause and mitigation timeline", "title": "Latency Incident Brief 4309"}, {"id": "xt4309", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4309"}]}, "instruction": "Run document search with query 'latency incident 8'.", "seed": 46309, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4309", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5087}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_5.txt": "seed 4310"}}, "instruction": "Store the text 'entry-train-4310-704' at /notes/rollup_train_4310.log.", "seed": 46310, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_4310.log"}, {"key": "/notes/rollup_train_4310.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4310-704"}], "task_id": "train_files_4310", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 46311, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4311", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4312": {"id": "at4312", "status": "active", "tier": "basic"}, "bt4312": {"id": "bt4312", "status": "active", "tier": "premium"}}}, "instruction": "Patch account at4312 with tier=premium.", "seed": 46312, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4312.tier", "value": "premium"}], "task_id": "train_crud_4312", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4313", "text": "billing incident 12 root cause and mitigation timeline", "title": "Billing Incident Brief 4313"}, {"id": "xt4313", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4313"}]}, "instruction": "Run document search with query 'billing incident 12'.", "seed": 46313, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4313", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_2.txt": "seed 4314"}}, "instruction": "Write 'entry-train-4314-742' to /reports/rollup_train_4314.log.", "seed": 46314, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_4314.log"}, {"key": "/reports/rollup_train_4314.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4314-742"}], "task_id": "train_files_4314", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 46315, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4315", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5093}}}], "gold_summary": null, "initial_state": {"accounts": {"at4316": {"id": "at4316", "status": "active", "tier": "plus"}, "bt4316": {"id": "bt4316", "status": "active", "tier": "plus"}}}, "instruction": "Register account nt4316 with active status.", "seed": 46316, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4316"}, {"op": "equals", "path": "accounts.nt4316.status", "value": "active"}], "task_id": "train_crud_4316", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4317", "text": "latency incident 16 root cause and mitigation timeline", "title": "Latency Incident Brief 4317"}, {"id": "xt4317", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4317"}]}, "instruction": "Find relevant docs for 'latency incident 16'.", "seed": 46317, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4317", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_6.txt": "seed 4318"}}, "instruction": "Create file /reports/status_train_4318.log with content 'entry-train-4318-693'.", "seed": 46318, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/status_train_4318.log"}, {"key": "/reports/status_train_4318.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4318-693"}], "task_id": "train_files_4318", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 46319, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4319", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4320": {"id": "at4320", "status": "active", "tier": "basic"}, "bt4320": {"id": "bt4320", "status": "active", "tier": "enterprise"}}}, "instruction": "Deactivate user account at4320; use reason risk_review.", "seed": 46320, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4320.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4320.closed_reason", "value": "risk_review"}], "task_id": "train_crud_4320", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4321", "text": "billing incident 3 root cause and mitigation timeline", "title": "Billing Incident Brief 4321"}, {"id": "xt4321", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4321"}]}, "instruction": "Search docs for 'billing incident 3' and inspect top results.", "seed": 46321, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4321", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5099}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_3.txt": "seed 4322"}}, "instruction": "Store the text 'entry-train-4322-933' at /reports/runbook_train_4322.log.", "seed": 46322, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_4322.log"}, {"key": "/reports/runbook_train_4322.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4322-933"}], "task_id": "train_files_4322", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 46323, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4323", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4324": {"id": "at4324", "status": "active", "tier": "premium"}, "bt4324": {"id": "bt4324", "status": "active", "tier": "basic"}}}, "instruction": "Set the subscription tier for at4324 to enterprise.", "seed": 46324, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4324.tier", "value": "enterprise"}], "task_id": "train_crud_4324", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4325", "text": "onboarding incident 7 root cause and mitigation timeline", "title": "Onboarding Incident Brief 4325"}, {"id": "xt4325", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4325"}]}, "instruction": "Run document search with query 'onboarding incident 7'.", "seed": 46325, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4325", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_0.txt": "seed 4326"}}, "instruction": "Store the text 'entry-train-4326-674' at /reports/status_train_4326.md.", "seed": 46326, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/status_train_4326.md"}, {"key": "/reports/status_train_4326.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4326-674"}], "task_id": "train_files_4326", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 46327, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4327", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5105}}}], "gold_summary": null, "initial_state": {"accounts": {"at4328": {"id": "at4328", "status": "active", "tier": "plus"}, "bt4328": {"id": "bt4328", "status": "active", "tier": "enterprise"}}}, "instruction": "Create a new account with id nt4328.", "seed": 46328, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4328"}, {"op": "equals", "path": "accounts.nt4328.status", "value": "active"}], "task_id": "train_crud_4328", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4329", "text": "latency incident 11 root cause and mitigation timeline", "title": "Latency Incident Brief 4329"}, {"id": "xt4329", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4329"}]}, "instruction": "Run document search with query 'latency incident 11'.", "seed": 46329, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4329", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_4.txt": "seed 4330"}}, "instruction": "Store the text 'entry-train-4330-867' at /reports/summary_train_4330.txt.", "seed": 46330, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_4330.txt"}, {"key": "/reports/summary_train_4330.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4330-867"}], "task_id": "train_files_4330", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 46331, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4331", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4332": {"id": "at4332", "status": "active", "tier": "plus"}, "bt4332": {"id": "bt4332", "status": "active", "tier": "plus"}}}, "instruction": "Deactivate user account at4332; use reason risk_review.", "seed": 46332, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4332.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4332.closed_reason", "value": "risk_review"}], "task_id": "train_crud_4332", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4333", "text": "billing incident 15 root cause and mitigation timeline", "title": "Billing Incident Brief 4333"}, {"id": "xt4333", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4333"}]}, "instruction": "Run document search with query 'billing incident 15'.", "seed": 46333, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4333", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5111}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 4334"}}, "instruction": "Write 'entry-train-4334-170' to /notes/delta_train_4334.log.", "seed": 46334, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_train_4334.log"}, {"key": "/notes/delta_train_4334.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4334-170"}], "task_id": "train_files_4334", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 46335, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4335", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4336": {"id": "at4336", "status": "active", "tier": "basic"}, "bt4336": {"id": "bt4336", "status": "active", "tier": "plus"}}}, "instruction": "Update account at4336 so tier is premium.", "seed": 46336, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4336.tier", "value": "premium"}], "task_id": "train_crud_4336", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4337", "text": "latency incident 2 root cause and mitigation timeline", "title": "Latency Incident Brief 4337"}, {"id": "xt4337", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4337"}]}, "instruction": "Find relevant docs for 'latency incident 2'.", "seed": 46337, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4337", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_5.txt": "seed 4338"}}, "instruction": "Create file /notes/rollup_train_4338.log with content 'entry-train-4338-225'.", "seed": 46338, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_4338.log"}, {"key": "/notes/rollup_train_4338.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4338-225"}], "task_id": "train_files_4338", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 46339, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4339", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5117}}}], "gold_summary": null, "initial_state": {"accounts": {"at4340": {"id": "at4340", "status": "active", "tier": "basic"}, "bt4340": {"id": "bt4340", "status": "active", "tier": "plus"}}}, "instruction": "Register account nt4340 with active status.", "seed": 46340, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4340"}, {"op": "equals", "path": "accounts.nt4340.status", "value": "active"}], "task_id": "train_crud_4340", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4341", "text": "security incident 6 root cause and mitigation timeline", "title": "Security Incident Brief 4341"}, {"id": "xt4341", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4341"}]}, "instruction": "Run document search with query 'security incident 6'.", "seed": 46341, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4341", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_2.txt": "seed 4342"}}, "instruction": "Write 'entry-train-4342-164' to /reports/delta_train_4342.txt.", "seed": 46342, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/delta_train_4342.txt"}, {"key": "/reports/delta_train_4342.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4342-164"}], "task_id": "train_files_4342", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 46343, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4343", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4344": {"id": "at4344", "status": "active", "tier": "plus"}, "bt4344": {"id": "bt4344", "status": "active", "tier": "premium"}}}, "instruction": "Deactivate user account at4344; use reason user_request.", "seed": 46344, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4344.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4344.closed_reason", "value": "user_request"}], "task_id": "train_crud_4344", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4345", "text": "compliance incident 10 root cause and mitigation timeline", "title": "Compliance Incident Brief 4345"}, {"id": "xt4345", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4345"}]}, "instruction": "Search docs for 'compliance incident 10' and inspect top results.", "seed": 46345, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4345", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5123}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_6.txt": "seed 4346"}}, "instruction": "Write 'entry-train-4346-271' to /notes/rollup_train_4346.txt.", "seed": 46346, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_4346.txt"}, {"key": "/notes/rollup_train_4346.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4346-271"}], "task_id": "train_files_4346", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 46347, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4347", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4348": {"id": "at4348", "status": "active", "tier": "basic"}, "bt4348": {"id": "bt4348", "status": "active", "tier": "plus"}}}, "instruction": "Patch account at4348 with tier=enterprise.", "seed": 46348, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4348.tier", "value": "enterprise"}], "task_id": "train_crud_4348", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4349", "text": "onboarding incident 14 root cause and mitigation timeline", "title": "Onboarding Incident Brief 4349"}, {"id": "xt4349", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4349"}]}, "instruction": "Run document search with query 'onboarding incident 14'.", "seed": 46349, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4349", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 4350"}}, "instruction": "Write 'entry-train-4350-142' to /exports/runbook_train_4350.txt.", "seed": 46350, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_4350.txt"}, {"key": "/exports/runbook_train_4350.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4350-142"}], "task_id": "train_files_4350", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 46351, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4351", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5129}}}], "gold_summary": null, "initial_state": {"accounts": {"at4352": {"id": "at4352", "status": "active", "tier": "premium"}, "bt4352": {"id": "bt4352", "status": "active", "tier": "premium"}}}, "instruction": "Add customer account nt4352.", "seed": 46352, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4352"}, {"op": "equals", "path": "accounts.nt4352.status", "value": "active"}], "task_id": "train_crud_4352", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4353", "text": "latency incident 1 root cause and mitigation timeline", "title": "Latency Incident Brief 4353"}, {"id": "xt4353", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4353"}]}, "instruction": "Find relevant docs for 'latency incident 1'.", "seed": 46353, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4353", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_0.txt": "seed 4354"}}, "instruction": "Write 'entry-train-4354-187' to /reports/runbook_train_4354.md.", "seed": 46354, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_4354.md"}, {"key": "/reports/runbook_train_4354.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4354-187"}], "task_id": "train_files_4354", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 46355, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4355", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4356": {"id": "at4356", "status": "active", "tier": "plus"}, "bt4356": {"id": "bt4356", "status": "active", "tier": "enterprise"}}}, "instruction": "Close account at4356 and mark the reason as duplicate_account.", "seed": 46356, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4356.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4356.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_4356", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4357", "text": "onboarding incident 5 root cause and mitigation timeline", "title": "Onboarding Incident Brief 4357"}, {"id": "xt4357", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4357"}]}, "instruction": "Find relevant docs for 'onboarding incident 5'.", "seed": 46357, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4357", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5135}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_4.txt": "seed 4358"}}, "instruction": "Create file /exports/status_train_4358.md with content 'entry-train-4358-649'.", "seed": 46358, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_4358.md"}, {"key": "/exports/status_train_4358.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4358-649"}], "task_id": "train_files_4358", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 46359, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4359", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4360": {"id": "at4360", "status": "active", "tier": "premium"}, "bt4360": {"id": "bt4360", "status": "active", "tier": "plus"}}}, "instruction": "Patch account at4360 with tier=enterprise.", "seed": 46360, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4360.tier", "value": "enterprise"}], "task_id": "train_crud_4360", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4361", "text": "compliance incident 9 root cause and mitigation timeline", "title": "Compliance Incident Brief 4361"}, {"id": "xt4361", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4361"}]}, "instruction": "Run document search with query 'compliance incident 9'.", "seed": 46361, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4361", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_1.txt": "seed 4362"}}, "instruction": "Create file /exports/rollup_train_4362.txt with content 'entry-train-4362-643'.", "seed": 46362, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_4362.txt"}, {"key": "/exports/rollup_train_4362.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4362-643"}], "task_id": "train_files_4362", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 46363, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4363", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5141}}}], "gold_summary": null, "initial_state": {"accounts": {"at4364": {"id": "at4364", "status": "active", "tier": "premium"}, "bt4364": {"id": "bt4364", "status": "active", "tier": "basic"}}}, "instruction": "Create a new account with id nt4364.", "seed": 46364, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4364"}, {"op": "equals", "path": "accounts.nt4364.status", "value": "active"}], "task_id": "train_crud_4364", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4365", "text": "latency incident 13 root cause and mitigation timeline", "title": "Latency Incident Brief 4365"}, {"id": "xt4365", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4365"}]}, "instruction": "Search docs for 'latency incident 13' and inspect top results.", "seed": 46365, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4365", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_5.txt": "seed 4366"}}, "instruction": "Store the text 'entry-train-4366-717' at /reports/status_train_4366.log.", "seed": 46366, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/status_train_4366.log"}, {"key": "/reports/status_train_4366.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4366-717"}], "task_id": "train_files_4366", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 46367, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4367", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4368": {"id": "at4368", "status": "active", "tier": "premium"}, "bt4368": {"id": "bt4368", "status": "active", "tier": "basic"}}}, "instruction": "Archive account at4368 by closing it with reason risk_review.", "seed": 46368, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4368.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4368.closed_reason", "value": "risk_review"}], "task_id": "train_crud_4368", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4369", "text": "security incident 0 root cause and mitigation timeline", "title": "Security Incident Brief 4369"}, {"id": "xt4369", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4369"}]}, "instruction": "Search docs for 'security incident 0' and inspect top results.", "seed": 46369, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4369", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5147}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_2.txt": "seed 4370"}}, "instruction": "Store the text 'entry-train-4370-418' at /drafts/summary_train_4370.md.", "seed": 46370, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_4370.md"}, {"key": "/drafts/summary_train_4370.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4370-418"}], "task_id": "train_files_4370", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 46371, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4371", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4372": {"id": "at4372", "status": "active", "tier": "premium"}, "bt4372": {"id": "bt4372", "status": "active", "tier": "premium"}}}, "instruction": "Update account at4372 so tier is enterprise.", "seed": 46372, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4372.tier", "value": "enterprise"}], "task_id": "train_crud_4372", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4373", "text": "billing incident 4 root cause and mitigation timeline", "title": "Billing Incident Brief 4373"}, {"id": "xt4373", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4373"}]}, "instruction": "Run document search with query 'billing incident 4'.", "seed": 46373, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4373", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5153}}}], "gold_summary": null, "initial_state": {"accounts": {"at4376": {"id": "at4376", "status": "active", "tier": "basic"}, "bt4376": {"id": "bt4376", "status": "active", "tier": "enterprise"}}}, "instruction": "Create a new account with id nt4376.", "seed": 46376, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4376"}, {"op": "equals", "path": "accounts.nt4376.status", "value": "active"}], "task_id": "train_crud_4376", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 46379, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4379", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4380": {"id": "at4380", "status": "active", "tier": "basic"}, "bt4380": {"id": "bt4380", "status": "active", "tier": "basic"}}}, "instruction": "Close account at4380 and mark the reason as compliance.", "seed": 46380, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4380.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4380.closed_reason", "value": "compliance"}], "task_id": "train_crud_4380", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4381", "text": "retention incident 12 root cause and mitigation timeline", "title": "Retention Incident Brief 4381"}, {"id": "xt4381", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4381"}]}, "instruction": "Search docs for 'retention incident 12' and inspect top results.", "seed": 46381, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4381", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5159}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_0.txt": "seed 4382"}}, "instruction": "Store the text 'entry-train-4382-105' at /notes/status_train_4382.md.", "seed": 46382, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_train_4382.md"}, {"key": "/notes/status_train_4382.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4382-105"}], "task_id": "train_files_4382", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 46383, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4383", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4384": {"id": "at4384", "status": "active", "tier": "plus"}, "bt4384": {"id": "bt4384", "status": "active", "tier": "plus"}}}, "instruction": "Update account at4384 so tier is premium.", "seed": 46384, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4384.tier", "value": "premium"}], "task_id": "train_crud_4384", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4385", "text": "security incident 16 root cause and mitigation timeline", "title": "Security Incident Brief 4385"}, {"id": "xt4385", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4385"}]}, "instruction": "Find relevant docs for 'security incident 16'.", "seed": 46385, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4385", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_4.txt": "seed 4386"}}, "instruction": "Create file /snapshots/status_train_4386.log with content 'entry-train-4386-399'.", "seed": 46386, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_4386.log"}, {"key": "/snapshots/status_train_4386.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4386-399"}], "task_id": "train_files_4386", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 46387, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4387", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5165}}}], "gold_summary": null, "initial_state": {"accounts": {"at4388": {"id": "at4388", "status": "active", "tier": "premium"}, "bt4388": {"id": "bt4388", "status": "active", "tier": "plus"}}}, "instruction": "Add customer account nt4388.", "seed": 46388, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4388"}, {"op": "equals", "path": "accounts.nt4388.status", "value": "active"}], "task_id": "train_crud_4388", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4389", "text": "billing incident 3 root cause and mitigation timeline", "title": "Billing Incident Brief 4389"}, {"id": "xt4389", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4389"}]}, "instruction": "Run document search with query 'billing incident 3'.", "seed": 46389, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4389", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 4390"}}, "instruction": "Create file /notes/rollup_train_4390.txt with content 'entry-train-4390-217'.", "seed": 46390, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_4390.txt"}, {"key": "/notes/rollup_train_4390.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4390-217"}], "task_id": "train_files_4390", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 46391, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4391", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4392": {"id": "at4392", "status": "active", "tier": "basic"}, "bt4392": {"id": "bt4392", "status": "active", "tier": "plus"}}}, "instruction": "Archive account at4392 by closing it with reason risk_review.", "seed": 46392, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4392.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4392.closed_reason", "value": "risk_review"}], "task_id": "train_crud_4392", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4393", "text": "billing incident 7 root cause and mitigation timeline", "title": "Billing Incident Brief 4393"}, {"id": "xt4393", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4393"}]}, "instruction": "Search docs for 'billing incident 7' and inspect top results.", "seed": 46393, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4393", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5171}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_5.txt": "seed 4394"}}, "instruction": "Write 'entry-train-4394-504' to /reports/summary_train_4394.log.", "seed": 46394, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_4394.log"}, {"key": "/reports/summary_train_4394.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4394-504"}], "task_id": "train_files_4394", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4396": {"id": "at4396", "status": "active", "tier": "basic"}, "bt4396": {"id": "bt4396", "status": "active", "tier": "plus"}}}, "instruction": "Patch account at4396 with tier=enterprise.", "seed": 46396, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4396.tier", "value": "enterprise"}], "task_id": "train_crud_4396", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4397", "text": "retention incident 11 root cause and mitigation timeline", "title": "Retention Incident Brief 4397"}, {"id": "xt4397", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4397"}]}, "instruction": "Run document search with query 'retention incident 11'.", "seed": 46397, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4397", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_2.txt": "seed 4398"}}, "instruction": "Write 'entry-train-4398-557' to /reports/runbook_train_4398.txt.", "seed": 46398, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_4398.txt"}, {"key": "/reports/runbook_train_4398.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4398-557"}], "task_id": "train_files_4398", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 46399, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4399", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5177}}}], "gold_summary": null, "initial_state": {"accounts": {"at4400": {"id": "at4400", "status": "active", "tier": "enterprise"}, "bt4400": {"id": "bt4400", "status": "active", "tier": "premium"}}}, "instruction": "Register account nt4400 with active status.", "seed": 46400, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4400"}, {"op": "equals", "path": "accounts.nt4400.status", "value": "active"}], "task_id": "train_crud_4400", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4401", "text": "retention incident 15 root cause and mitigation timeline", "title": "Retention Incident Brief 4401"}, {"id": "xt4401", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4401"}]}, "instruction": "Find relevant docs for 'retention incident 15'.", "seed": 46401, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4401", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_6.txt": "seed 4402"}}, "instruction": "Write 'entry-train-4402-461' to /drafts/status_train_4402.md.", "seed": 46402, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/status_train_4402.md"}, {"key": "/drafts/status_train_4402.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4402-461"}], "task_id": "train_files_4402", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 46403, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4403", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4404": {"id": "at4404", "status": "active", "tier": "basic"}, "bt4404": {"id": "bt4404", "status": "active", "tier": "basic"}}}, "instruction": "Deactivate user account at4404; use reason compliance.", "seed": 46404, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4404.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4404.closed_reason", "value": "compliance"}], "task_id": "train_crud_4404", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4405", "text": "security incident 2 root cause and mitigation timeline", "title": "Security Incident Brief 4405"}, {"id": "xt4405", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4405"}]}, "instruction": "Search docs for 'security incident 2' and inspect top results.", "seed": 46405, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4405", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5183}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_3.txt": "seed 4406"}}, "instruction": "Create file /snapshots/delta_train_4406.md with content 'entry-train-4406-308'.", "seed": 46406, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/delta_train_4406.md"}, {"key": "/snapshots/delta_train_4406.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4406-308"}], "task_id": "train_files_4406", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 46407, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4407", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4408": {"id": "at4408", "status": "active", "tier": "premium"}, "bt4408": {"id": "bt4408", "status": "active", "tier": "enterprise"}}}, "instruction": "Update account at4408 so tier is basic.", "seed": 46408, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4408.tier", "value": "basic"}], "task_id": "train_crud_4408", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4409", "text": "onboarding incident 6 root cause and mitigation timeline", "title": "Onboarding Incident Brief 4409"}, {"id": "xt4409", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4409"}]}, "instruction": "Find relevant docs for 'onboarding incident 6'.", "seed": 46409, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4409", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_0.txt": "seed 4410"}}, "instruction": "Write 'entry-train-4410-759' to /snapshots/runbook_train_4410.md.", "seed": 46410, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/runbook_train_4410.md"}, {"key": "/snapshots/runbook_train_4410.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4410-759"}], "task_id": "train_files_4410", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 46411, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4411", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5189}}}], "gold_summary": null, "initial_state": {"accounts": {"at4412": {"id": "at4412", "status": "active", "tier": "enterprise"}, "bt4412": {"id": "bt4412", "status": "active", "tier": "plus"}}}, "instruction": "Register account nt4412 with active status.", "seed": 46412, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4412"}, {"op": "equals", "path": "accounts.nt4412.status", "value": "active"}], "task_id": "train_crud_4412", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4413", "text": "security incident 10 root cause and mitigation timeline", "title": "Security Incident Brief 4413"}, {"id": "xt4413", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4413"}]}, "instruction": "Search docs for 'security incident 10' and inspect top results.", "seed": 46413, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4413", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_4.txt": "seed 4414"}}, "instruction": "Create file /reports/status_train_4414.log with content 'entry-train-4414-597'.", "seed": 46414, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/status_train_4414.log"}, {"key": "/reports/status_train_4414.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4414-597"}], "task_id": "train_files_4414", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 46415, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4415", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4416": {"id": "at4416", "status": "active", "tier": "premium"}, "bt4416": {"id": "bt4416", "status": "active", "tier": "premium"}}}, "instruction": "Archive account at4416 by closing it with reason duplicate_account.", "seed": 46416, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4416.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4416.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_4416", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4417", "text": "billing incident 14 root cause and mitigation timeline", "title": "Billing Incident Brief 4417"}, {"id": "xt4417", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4417"}]}, "instruction": "Find relevant docs for 'billing incident 14'.", "seed": 46417, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4417", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5195}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 4418"}}, "instruction": "Write 'entry-train-4418-513' to /notes/runbook_train_4418.log.", "seed": 46418, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_4418.log"}, {"key": "/notes/runbook_train_4418.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4418-513"}], "task_id": "train_files_4418", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 46419, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4419", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4420": {"id": "at4420", "status": "active", "tier": "premium"}, "bt4420": {"id": "bt4420", "status": "active", "tier": "plus"}}}, "instruction": "Patch account at4420 with tier=plus.", "seed": 46420, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4420.tier", "value": "plus"}], "task_id": "train_crud_4420", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4421", "text": "retention incident 1 root cause and mitigation timeline", "title": "Retention Incident Brief 4421"}, {"id": "xt4421", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4421"}]}, "instruction": "Find relevant docs for 'retention incident 1'.", "seed": 46421, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4421", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_5.txt": "seed 4422"}}, "instruction": "Store the text 'entry-train-4422-435' at /reports/status_train_4422.txt.", "seed": 46422, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/status_train_4422.txt"}, {"key": "/reports/status_train_4422.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4422-435"}], "task_id": "train_files_4422", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 46423, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4423", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5201}}}], "gold_summary": null, "initial_state": {"accounts": {"at4424": {"id": "at4424", "status": "active", "tier": "basic"}, "bt4424": {"id": "bt4424", "status": "active", "tier": "plus"}}}, "instruction": "Create a new account with id nt4424.", "seed": 46424, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4424"}, {"op": "equals", "path": "accounts.nt4424.status", "value": "active"}], "task_id": "train_crud_4424", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4425", "text": "billing incident 5 root cause and mitigation timeline", "title": "Billing Incident Brief 4425"}, {"id": "xt4425", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4425"}]}, "instruction": "Find relevant docs for 'billing incident 5'.", "seed": 46425, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4425", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_2.txt": "seed 4426"}}, "instruction": "Create file /snapshots/runbook_train_4426.log with content 'entry-train-4426-923'.", "seed": 46426, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/runbook_train_4426.log"}, {"key": "/snapshots/runbook_train_4426.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4426-923"}], "task_id": "train_files_4426", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 46427, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4427", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4428": {"id": "at4428", "status": "active", "tier": "premium"}, "bt4428": {"id": "bt4428", "status": "active", "tier": "enterprise"}}}, "instruction": "Archive account at4428 by closing it with reason compliance.", "seed": 46428, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4428.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4428.closed_reason", "value": "compliance"}], "task_id": "train_crud_4428", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4429", "text": "security incident 9 root cause and mitigation timeline", "title": "Security Incident Brief 4429"}, {"id": "xt4429", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4429"}]}, "instruction": "Run document search with query 'security incident 9'.", "seed": 46429, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4429", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5207}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_6.txt": "seed 4430"}}, "instruction": "Write 'entry-train-4430-582' to /reports/runbook_train_4430.md.", "seed": 46430, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_4430.md"}, {"key": "/reports/runbook_train_4430.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4430-582"}], "task_id": "train_files_4430", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 46431, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4431", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4432": {"id": "at4432", "status": "active", "tier": "enterprise"}, "bt4432": {"id": "bt4432", "status": "active", "tier": "basic"}}}, "instruction": "Patch account at4432 with tier=premium.", "seed": 46432, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4432.tier", "value": "premium"}], "task_id": "train_crud_4432", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4433", "text": "billing incident 13 root cause and mitigation timeline", "title": "Billing Incident Brief 4433"}, {"id": "xt4433", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4433"}]}, "instruction": "Search docs for 'billing incident 13' and inspect top results.", "seed": 46433, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4433", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_3.txt": "seed 4434"}}, "instruction": "Create file /drafts/rollup_train_4434.txt with content 'entry-train-4434-309'.", "seed": 46434, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_4434.txt"}, {"key": "/drafts/rollup_train_4434.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4434-309"}], "task_id": "train_files_4434", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 46435, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4435", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5213}}}], "gold_summary": null, "initial_state": {"accounts": {"at4436": {"id": "at4436", "status": "active", "tier": "enterprise"}, "bt4436": {"id": "bt4436", "status": "active", "tier": "plus"}}}, "instruction": "Create a new account with id nt4436.", "seed": 46436, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4436"}, {"op": "equals", "path": "accounts.nt4436.status", "value": "active"}], "task_id": "train_crud_4436", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4437", "text": "retention incident 0 root cause and mitigation timeline", "title": "Retention Incident Brief 4437"}, {"id": "xt4437", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4437"}]}, "instruction": "Search docs for 'retention incident 0' and inspect top results.", "seed": 46437, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4437", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_0.txt": "seed 4438"}}, "instruction": "Write 'entry-train-4438-362' to /exports/summary_train_4438.txt.", "seed": 46438, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_4438.txt"}, {"key": "/exports/summary_train_4438.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4438-362"}], "task_id": "train_files_4438", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 46439, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4439", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4440": {"id": "at4440", "status": "active", "tier": "plus"}, "bt4440": {"id": "bt4440", "status": "active", "tier": "premium"}}}, "instruction": "Archive account at4440 by closing it with reason risk_review.", "seed": 46440, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4440.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4440.closed_reason", "value": "risk_review"}], "task_id": "train_crud_4440", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4441", "text": "billing incident 4 root cause and mitigation timeline", "title": "Billing Incident Brief 4441"}, {"id": "xt4441", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4441"}]}, "instruction": "Run document search with query 'billing incident 4'.", "seed": 46441, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4441", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5219}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_4.txt": "seed 4442"}}, "instruction": "Write 'entry-train-4442-744' to /notes/delta_train_4442.log.", "seed": 46442, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_train_4442.log"}, {"key": "/notes/delta_train_4442.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4442-744"}], "task_id": "train_files_4442", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 46443, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4443", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4444": {"id": "at4444", "status": "active", "tier": "plus"}, "bt4444": {"id": "bt4444", "status": "active", "tier": "basic"}}}, "instruction": "Set the subscription tier for at4444 to enterprise.", "seed": 46444, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4444.tier", "value": "enterprise"}], "task_id": "train_crud_4444", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4445", "text": "compliance incident 8 root cause and mitigation timeline", "title": "Compliance Incident Brief 4445"}, {"id": "xt4445", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4445"}]}, "instruction": "Search docs for 'compliance incident 8' and inspect top results.", "seed": 46445, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4445", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_1.txt": "seed 4446"}}, "instruction": "Store the text 'entry-train-4446-334' at /reports/delta_train_4446.log.", "seed": 46446, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/delta_train_4446.log"}, {"key": "/reports/delta_train_4446.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4446-334"}], "task_id": "train_files_4446", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 46447, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4447", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5225}}}], "gold_summary": null, "initial_state": {"accounts": {"at4448": {"id": "at4448", "status": "active", "tier": "premium"}, "bt4448": {"id": "bt4448", "status": "active", "tier": "enterprise"}}}, "instruction": "Add customer account nt4448.", "seed": 46448, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4448"}, {"op": "equals", "path": "accounts.nt4448.status", "value": "active"}], "task_id": "train_crud_4448", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4449", "text": "retention incident 12 root cause and mitigation timeline", "title": "Retention Incident Brief 4449"}, {"id": "xt4449", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4449"}]}, "instruction": "Search docs for 'retention incident 12' and inspect top results.", "seed": 46449, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4449", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_5.txt": "seed 4450"}}, "instruction": "Create file /reports/delta_train_4450.txt with content 'entry-train-4450-783'.", "seed": 46450, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/delta_train_4450.txt"}, {"key": "/reports/delta_train_4450.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4450-783"}], "task_id": "train_files_4450", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 46451, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4451", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4452": {"id": "at4452", "status": "active", "tier": "basic"}, "bt4452": {"id": "bt4452", "status": "active", "tier": "plus"}}}, "instruction": "Close account at4452 and mark the reason as risk_review.", "seed": 46452, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4452.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4452.closed_reason", "value": "risk_review"}], "task_id": "train_crud_4452", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4453", "text": "security incident 16 root cause and mitigation timeline", "title": "Security Incident Brief 4453"}, {"id": "xt4453", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4453"}]}, "instruction": "Run document search with query 'security incident 16'.", "seed": 46453, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4453", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5231}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_2.txt": "seed 4454"}}, "instruction": "Write 'entry-train-4454-560' to /snapshots/summary_train_4454.log.", "seed": 46454, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/summary_train_4454.log"}, {"key": "/snapshots/summary_train_4454.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4454-560"}], "task_id": "train_files_4454", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 46455, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4455", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4456": {"id": "at4456", "status": "active", "tier": "plus"}, "bt4456": {"id": "bt4456", "status": "active", "tier": "premium"}}}, "instruction": "Patch account at4456 with tier=premium.", "seed": 46456, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4456.tier", "value": "premium"}], "task_id": "train_crud_4456", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4457", "text": "security incident 3 root cause and mitigation timeline", "title": "Security Incident Brief 4457"}, {"id": "xt4457", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4457"}]}, "instruction": "Search docs for 'security incident 3' and inspect top results.", "seed": 46457, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4457", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_6.txt": "seed 4458"}}, "instruction": "Create file /snapshots/rollup_train_4458.txt with content 'entry-train-4458-275'.", "seed": 46458, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_4458.txt"}, {"key": "/snapshots/rollup_train_4458.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4458-275"}], "task_id": "train_files_4458", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 46459, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4459", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5237}}}], "gold_summary": null, "initial_state": {"accounts": {"at4460": {"id": "at4460", "status": "active", "tier": "enterprise"}, "bt4460": {"id": "bt4460", "status": "active", "tier": "basic"}}}, "instruction": "Create a new account with id nt4460.", "seed": 46460, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4460"}, {"op": "equals", "path": "accounts.nt4460.status", "value": "active"}], "task_id": "train_crud_4460", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4461", "text": "security incident 7 root cause and mitigation timeline", "title": "Security Incident Brief 4461"}, {"id": "xt4461", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4461"}]}, "instruction": "Search docs for 'security incident 7' and inspect top results.", "seed": 46461, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4461", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_3.txt": "seed 4462"}}, "instruction": "Store the text 'entry-train-4462-334' at /snapshots/summary_train_4462.md.", "seed": 46462, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/summary_train_4462.md"}, {"key": "/snapshots/summary_train_4462.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4462-334"}], "task_id": "train_files_4462", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 46463, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4463", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4464": {"id": "at4464", "status": "active", "tier": "premium"}, "bt4464": {"id": "bt4464", "status": "active", "tier": "plus"}}}, "instruction": "Deactivate user account at4464; use reason risk_review.", "seed": 46464, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4464.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4464.closed_reason", "value": "risk_review"}], "task_id": "train_crud_4464", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4465", "text": "compliance incident 11 root cause and mitigation timeline", "title": "Compliance Incident Brief 4465"}, {"id": "xt4465", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4465"}]}, "instruction": "Find relevant docs for 'compliance incident 11'.", "seed": 46465, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4465", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5243}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_0.txt": "seed 4466"}}, "instruction": "Store the text 'entry-train-4466-366' at /snapshots/runbook_train_4466.md.", "seed": 46466, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/runbook_train_4466.md"}, {"key": "/snapshots/runbook_train_4466.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4466-366"}], "task_id": "train_files_4466", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 46467, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4467", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4468": {"id": "at4468", "status": "active", "tier": "premium"}, "bt4468": {"id": "bt4468", "status": "active", "tier": "enterprise"}}}, "instruction": "Update account at4468 so tier is plus.", "seed": 46468, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4468.tier", "value": "plus"}], "task_id": "train_crud_4468", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4469", "text": "retention incident 15 root cause and mitigation timeline", "title": "Retention Incident Brief 4469"}, {"id": "xt4469", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4469"}]}, "instruction": "Search docs for 'retention incident 15' and inspect top results.", "seed": 46469, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4469", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_4.txt": "seed 4470"}}, "instruction": "Create file /drafts/delta_train_4470.txt with content 'entry-train-4470-673'.", "seed": 46470, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_train_4470.txt"}, {"key": "/drafts/delta_train_4470.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4470-673"}], "task_id": "train_files_4470", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 46471, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4471", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5249}}}], "gold_summary": null, "initial_state": {"accounts": {"at4472": {"id": "at4472", "status": "active", "tier": "plus"}, "bt4472": {"id": "bt4472", "status": "active", "tier": "plus"}}}, "instruction": "Create a new account with id nt4472.", "seed": 46472, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4472"}, {"op": "equals", "path": "accounts.nt4472.status", "value": "active"}], "task_id": "train_crud_4472", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4473", "text": "security incident 2 root cause and mitigation timeline", "title": "Security Incident Brief 4473"}, {"id": "xt4473", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4473"}]}, "instruction": "Find relevant docs for 'security incident 2'.", "seed": 46473, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4473", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 4474"}}, "instruction": "Store the text 'entry-train-4474-347' at /notes/delta_train_4474.txt.", "seed": 46474, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_train_4474.txt"}, {"key": "/notes/delta_train_4474.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4474-347"}], "task_id": "train_files_4474", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 46475, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4475", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4476": {"id": "at4476", "status": "active", "tier": "premium"}, "bt4476": {"id": "bt4476", "status": "active", "tier": "premium"}}}, "instruction": "Close account at4476 and mark the reason as risk_review.", "seed": 46476, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4476.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4476.closed_reason", "value": "risk_review"}], "task_id": "train_crud_4476", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4477", "text": "billing incident 6 root cause and mitigation timeline", "title": "Billing Incident Brief 4477"}, {"id": "xt4477", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4477"}]}, "instruction": "Run document search with query 'billing incident 6'.", "seed": 46477, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4477", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5255}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_5.txt": "seed 4478"}}, "instruction": "Store the text 'entry-train-4478-815' at /drafts/status_train_4478.txt.", "seed": 46478, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/status_train_4478.txt"}, {"key": "/drafts/status_train_4478.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4478-815"}], "task_id": "train_files_4478", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 46479, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4479", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4480": {"id": "at4480", "status": "active", "tier": "enterprise"}, "bt4480": {"id": "bt4480", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at4480 with tier=basic.", "seed": 46480, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4480.tier", "value": "basic"}], "task_id": "train_crud_4480", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4481", "text": "retention incident 10 root cause and mitigation timeline", "title": "Retention Incident Brief 4481"}, {"id": "xt4481", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4481"}]}, "instruction": "Run document search with query 'retention incident 10'.", "seed": 46481, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4481", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_2.txt": "seed 4482"}}, "instruction": "Write 'entry-train-4482-130' to /drafts/runbook_train_4482.md.", "seed": 46482, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_train_4482.md"}, {"key": "/drafts/runbook_train_4482.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4482-130"}], "task_id": "train_files_4482", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 46483, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4483", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5261}}}], "gold_summary": null, "initial_state": {"accounts": {"at4484": {"id": "at4484", "status": "active", "tier": "basic"}, "bt4484": {"id": "bt4484", "status": "active", "tier": "premium"}}}, "instruction": "Create a new account with id nt4484.", "seed": 46484, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4484"}, {"op": "equals", "path": "accounts.nt4484.status", "value": "active"}], "task_id": "train_crud_4484", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4485", "text": "retention incident 14 root cause and mitigation timeline", "title": "Retention Incident Brief 4485"}, {"id": "xt4485", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4485"}]}, "instruction": "Search docs for 'retention incident 14' and inspect top results.", "seed": 46485, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4485", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_6.txt": "seed 4486"}}, "instruction": "Write 'entry-train-4486-924' to /reports/status_train_4486.md.", "seed": 46486, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/status_train_4486.md"}, {"key": "/reports/status_train_4486.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4486-924"}], "task_id": "train_files_4486", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 46487, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4487", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4488": {"id": "at4488", "status": "active", "tier": "basic"}, "bt4488": {"id": "bt4488", "status": "active", "tier": "plus"}}}, "instruction": "Deactivate user account at4488; use reason duplicate_account.", "seed": 46488, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4488.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4488.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_4488", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4489", "text": "compliance incident 1 root cause and mitigation timeline", "title": "Compliance Incident Brief 4489"}, {"id": "xt4489", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4489"}]}, "instruction": "Find relevant docs for 'compliance incident 1'.", "seed": 46489, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4489", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5267}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 4490"}}, "instruction": "Write 'entry-train-4490-263' to /exports/runbook_train_4490.md.", "seed": 46490, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_4490.md"}, {"key": "/exports/runbook_train_4490.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4490-263"}], "task_id": "train_files_4490", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 46491, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4491", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4492": {"id": "at4492", "status": "active", "tier": "enterprise"}, "bt4492": {"id": "bt4492", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at4492 with tier=plus.", "seed": 46492, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4492.tier", "value": "plus"}], "task_id": "train_crud_4492", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4493", "text": "security incident 5 root cause and mitigation timeline", "title": "Security Incident Brief 4493"}, {"id": "xt4493", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4493"}]}, "instruction": "Run document search with query 'security incident 5'.", "seed": 46493, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4493", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_0.txt": "seed 4494"}}, "instruction": "Create file /notes/delta_train_4494.txt with content 'entry-train-4494-421'.", "seed": 46494, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_train_4494.txt"}, {"key": "/notes/delta_train_4494.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4494-421"}], "task_id": "train_files_4494", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 46495, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4495", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5273}}}], "gold_summary": null, "initial_state": {"accounts": {"at4496": {"id": "at4496", "status": "active", "tier": "enterprise"}, "bt4496": {"id": "bt4496", "status": "active", "tier": "basic"}}}, "instruction": "Add customer account nt4496.", "seed": 46496, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4496"}, {"op": "equals", "path": "accounts.nt4496.status", "value": "active"}], "task_id": "train_crud_4496", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4497", "text": "billing incident 9 root cause and mitigation timeline", "title": "Billing Incident Brief 4497"}, {"id": "xt4497", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4497"}]}, "instruction": "Find relevant docs for 'billing incident 9'.", "seed": 46497, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4497", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_4.txt": "seed 4498"}}, "instruction": "Store the text 'entry-train-4498-453' at /exports/status_train_4498.md.", "seed": 46498, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_4498.md"}, {"key": "/exports/status_train_4498.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4498-453"}], "task_id": "train_files_4498", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 46499, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4499", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4500": {"id": "at4500", "status": "active", "tier": "plus"}, "bt4500": {"id": "bt4500", "status": "active", "tier": "enterprise"}}}, "instruction": "Close account at4500 and mark the reason as user_request.", "seed": 46500, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4500.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4500.closed_reason", "value": "user_request"}], "task_id": "train_crud_4500", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4501", "text": "compliance incident 13 root cause and mitigation timeline", "title": "Compliance Incident Brief 4501"}, {"id": "xt4501", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4501"}]}, "instruction": "Run document search with query 'compliance incident 13'.", "seed": 46501, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4501", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5279}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 4502"}}, "instruction": "Store the text 'entry-train-4502-478' at /notes/status_train_4502.md.", "seed": 46502, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_train_4502.md"}, {"key": "/notes/status_train_4502.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4502-478"}], "task_id": "train_files_4502", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 46503, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4503", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4504": {"id": "at4504", "status": "active", "tier": "enterprise"}, "bt4504": {"id": "bt4504", "status": "active", "tier": "basic"}}}, "instruction": "Patch account at4504 with tier=premium.", "seed": 46504, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4504.tier", "value": "premium"}], "task_id": "train_crud_4504", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4505", "text": "retention incident 0 root cause and mitigation timeline", "title": "Retention Incident Brief 4505"}, {"id": "xt4505", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4505"}]}, "instruction": "Search docs for 'retention incident 0' and inspect top results.", "seed": 46505, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4505", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_5.txt": "seed 4506"}}, "instruction": "Store the text 'entry-train-4506-520' at /snapshots/status_train_4506.txt.", "seed": 46506, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_4506.txt"}, {"key": "/snapshots/status_train_4506.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4506-520"}], "task_id": "train_files_4506", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 46507, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4507", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5285}}}], "gold_summary": null, "initial_state": {"accounts": {"at4508": {"id": "at4508", "status": "active", "tier": "premium"}, "bt4508": {"id": "bt4508", "status": "active", "tier": "plus"}}}, "instruction": "Create a new account with id nt4508.", "seed": 46508, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4508"}, {"op": "equals", "path": "accounts.nt4508.status", "value": "active"}], "task_id": "train_crud_4508", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4509", "text": "billing incident 4 root cause and mitigation timeline", "title": "Billing Incident Brief 4509"}, {"id": "xt4509", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4509"}]}, "instruction": "Run document search with query 'billing incident 4'.", "seed": 46509, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4509", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_2.txt": "seed 4510"}}, "instruction": "Store the text 'entry-train-4510-358' at /reports/summary_train_4510.md.", "seed": 46510, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_4510.md"}, {"key": "/reports/summary_train_4510.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4510-358"}], "task_id": "train_files_4510", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 46511, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4511", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4512": {"id": "at4512", "status": "active", "tier": "premium"}, "bt4512": {"id": "bt4512", "status": "active", "tier": "plus"}}}, "instruction": "Deactivate user account at4512; use reason compliance.", "seed": 46512, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4512.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4512.closed_reason", "value": "compliance"}], "task_id": "train_crud_4512", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4513", "text": "security incident 8 root cause and mitigation timeline", "title": "Security Incident Brief 4513"}, {"id": "xt4513", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4513"}]}, "instruction": "Search docs for 'security incident 8' and inspect top results.", "seed": 46513, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4513", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5291}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_6.txt": "seed 4514"}}, "instruction": "Write 'entry-train-4514-763' to /snapshots/status_train_4514.log.", "seed": 46514, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_4514.log"}, {"key": "/snapshots/status_train_4514.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4514-763"}], "task_id": "train_files_4514", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 46515, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4515", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4516": {"id": "at4516", "status": "active", "tier": "basic"}, "bt4516": {"id": "bt4516", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at4516 with tier=plus.", "seed": 46516, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4516.tier", "value": "plus"}], "task_id": "train_crud_4516", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4517", "text": "retention incident 12 root cause and mitigation timeline", "title": "Retention Incident Brief 4517"}, {"id": "xt4517", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4517"}]}, "instruction": "Find relevant docs for 'retention incident 12'.", "seed": 46517, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4517", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_3.txt": "seed 4518"}}, "instruction": "Write 'entry-train-4518-404' to /notes/runbook_train_4518.md.", "seed": 46518, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_4518.md"}, {"key": "/notes/runbook_train_4518.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4518-404"}], "task_id": "train_files_4518", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 46519, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4519", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5297}}}], "gold_summary": null, "initial_state": {"accounts": {"at4520": {"id": "at4520", "status": "active", "tier": "plus"}, "bt4520": {"id": "bt4520", "status": "active", "tier": "enterprise"}}}, "instruction": "Create a new account with id nt4520.", "seed": 46520, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4520"}, {"op": "equals", "path": "accounts.nt4520.status", "value": "active"}], "task_id": "train_crud_4520", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4521", "text": "billing incident 16 root cause and mitigation timeline", "title": "Billing Incident Brief 4521"}, {"id": "xt4521", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4521"}]}, "instruction": "Run document search with query 'billing incident 16'.", "seed": 46521, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4521", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_0.txt": "seed 4522"}}, "instruction": "Create file /reports/rollup_train_4522.txt with content 'entry-train-4522-941'.", "seed": 46522, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_4522.txt"}, {"key": "/reports/rollup_train_4522.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4522-941"}], "task_id": "train_files_4522", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 46523, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4523", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4524": {"id": "at4524", "status": "active", "tier": "premium"}, "bt4524": {"id": "bt4524", "status": "active", "tier": "plus"}}}, "instruction": "Close account at4524 and mark the reason as compliance.", "seed": 46524, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4524.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4524.closed_reason", "value": "compliance"}], "task_id": "train_crud_4524", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4525", "text": "retention incident 3 root cause and mitigation timeline", "title": "Retention Incident Brief 4525"}, {"id": "xt4525", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4525"}]}, "instruction": "Run document search with query 'retention incident 3'.", "seed": 46525, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4525", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5303}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_4.txt": "seed 4526"}}, "instruction": "Store the text 'entry-train-4526-296' at /notes/status_train_4526.md.", "seed": 46526, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_train_4526.md"}, {"key": "/notes/status_train_4526.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4526-296"}], "task_id": "train_files_4526", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 46527, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4527", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4528": {"id": "at4528", "status": "active", "tier": "premium"}, "bt4528": {"id": "bt4528", "status": "active", "tier": "premium"}}}, "instruction": "Set the subscription tier for at4528 to plus.", "seed": 46528, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4528.tier", "value": "plus"}], "task_id": "train_crud_4528", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4529", "text": "security incident 7 root cause and mitigation timeline", "title": "Security Incident Brief 4529"}, {"id": "xt4529", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4529"}]}, "instruction": "Run document search with query 'security incident 7'.", "seed": 46529, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4529", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_1.txt": "seed 4530"}}, "instruction": "Store the text 'entry-train-4530-612' at /drafts/delta_train_4530.log.", "seed": 46530, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_train_4530.log"}, {"key": "/drafts/delta_train_4530.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4530-612"}], "task_id": "train_files_4530", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 46531, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4531", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5309}}}], "gold_summary": null, "initial_state": {"accounts": {"at4532": {"id": "at4532", "status": "active", "tier": "plus"}, "bt4532": {"id": "bt4532", "status": "active", "tier": "basic"}}}, "instruction": "Add customer account nt4532.", "seed": 46532, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4532"}, {"op": "equals", "path": "accounts.nt4532.status", "value": "active"}], "task_id": "train_crud_4532", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4533", "text": "retention incident 11 root cause and mitigation timeline", "title": "Retention Incident Brief 4533"}, {"id": "xt4533", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4533"}]}, "instruction": "Search docs for 'retention incident 11' and inspect top results.", "seed": 46533, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4533", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_5.txt": "seed 4534"}}, "instruction": "Write 'entry-train-4534-344' to /exports/summary_train_4534.md.", "seed": 46534, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_4534.md"}, {"key": "/exports/summary_train_4534.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4534-344"}], "task_id": "train_files_4534", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 46535, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4535", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4536": {"id": "at4536", "status": "active", "tier": "premium"}, "bt4536": {"id": "bt4536", "status": "active", "tier": "premium"}}}, "instruction": "Deactivate user account at4536; use reason user_request.", "seed": 46536, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4536.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4536.closed_reason", "value": "user_request"}], "task_id": "train_crud_4536", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4537", "text": "retention incident 15 root cause and mitigation timeline", "title": "Retention Incident Brief 4537"}, {"id": "xt4537", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4537"}]}, "instruction": "Search docs for 'retention incident 15' and inspect top results.", "seed": 46537, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4537", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5315}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_2.txt": "seed 4538"}}, "instruction": "Store the text 'entry-train-4538-828' at /reports/summary_train_4538.txt.", "seed": 46538, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_4538.txt"}, {"key": "/reports/summary_train_4538.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4538-828"}], "task_id": "train_files_4538", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 46539, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4539", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4540": {"id": "at4540", "status": "active", "tier": "basic"}, "bt4540": {"id": "bt4540", "status": "active", "tier": "basic"}}}, "instruction": "Patch account at4540 with tier=enterprise.", "seed": 46540, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4540.tier", "value": "enterprise"}], "task_id": "train_crud_4540", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4541", "text": "security incident 2 root cause and mitigation timeline", "title": "Security Incident Brief 4541"}, {"id": "xt4541", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4541"}]}, "instruction": "Search docs for 'security incident 2' and inspect top results.", "seed": 46541, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4541", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_6.txt": "seed 4542"}}, "instruction": "Create file /drafts/rollup_train_4542.txt with content 'entry-train-4542-237'.", "seed": 46542, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_4542.txt"}, {"key": "/drafts/rollup_train_4542.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4542-237"}], "task_id": "train_files_4542", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 46543, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4543", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5321}}}], "gold_summary": null, "initial_state": {"accounts": {"at4544": {"id": "at4544", "status": "active", "tier": "basic"}, "bt4544": {"id": "bt4544", "status": "active", "tier": "basic"}}}, "instruction": "Create a new account with id nt4544.", "seed": 46544, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4544"}, {"op": "equals", "path": "accounts.nt4544.status", "value": "active"}], "task_id": "train_crud_4544", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4545", "text": "onboarding incident 6 root cause and mitigation timeline", "title": "Onboarding Incident Brief 4545"}, {"id": "xt4545", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4545"}]}, "instruction": "Run document search with query 'onboarding incident 6'.", "seed": 46545, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4545", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 4546"}}, "instruction": "Store the text 'entry-train-4546-572' at /exports/rollup_train_4546.txt.", "seed": 46546, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_4546.txt"}, {"key": "/exports/rollup_train_4546.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4546-572"}], "task_id": "train_files_4546", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 46547, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4547", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4548": {"id": "at4548", "status": "active", "tier": "plus"}, "bt4548": {"id": "bt4548", "status": "active", "tier": "basic"}}}, "instruction": "Archive account at4548 by closing it with reason user_request.", "seed": 46548, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4548.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4548.closed_reason", "value": "user_request"}], "task_id": "train_crud_4548", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4549", "text": "billing incident 10 root cause and mitigation timeline", "title": "Billing Incident Brief 4549"}, {"id": "xt4549", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4549"}]}, "instruction": "Run document search with query 'billing incident 10'.", "seed": 46549, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4549", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5327}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_0.txt": "seed 4550"}}, "instruction": "Store the text 'entry-train-4550-957' at /reports/delta_train_4550.txt.", "seed": 46550, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/delta_train_4550.txt"}, {"key": "/reports/delta_train_4550.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4550-957"}], "task_id": "train_files_4550", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 46551, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4551", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4552": {"id": "at4552", "status": "active", "tier": "enterprise"}, "bt4552": {"id": "bt4552", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at4552 with tier=plus.", "seed": 46552, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4552.tier", "value": "plus"}], "task_id": "train_crud_4552", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4553", "text": "latency incident 14 root cause and mitigation timeline", "title": "Latency Incident Brief 4553"}, {"id": "xt4553", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4553"}]}, "instruction": "Find relevant docs for 'latency incident 14'.", "seed": 46553, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4553", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_4.txt": "seed 4554"}}, "instruction": "Store the text 'entry-train-4554-735' at /reports/rollup_train_4554.txt.", "seed": 46554, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_4554.txt"}, {"key": "/reports/rollup_train_4554.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4554-735"}], "task_id": "train_files_4554", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 46555, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4555", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5333}}}], "gold_summary": null, "initial_state": {"accounts": {"at4556": {"id": "at4556", "status": "active", "tier": "premium"}, "bt4556": {"id": "bt4556", "status": "active", "tier": "basic"}}}, "instruction": "Create a new account with id nt4556.", "seed": 46556, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4556"}, {"op": "equals", "path": "accounts.nt4556.status", "value": "active"}], "task_id": "train_crud_4556", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4557", "text": "latency incident 1 root cause and mitigation timeline", "title": "Latency Incident Brief 4557"}, {"id": "xt4557", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4557"}]}, "instruction": "Search docs for 'latency incident 1' and inspect top results.", "seed": 46557, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4557", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_1.txt": "seed 4558"}}, "instruction": "Store the text 'entry-train-4558-890' at /reports/delta_train_4558.log.", "seed": 46558, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/delta_train_4558.log"}, {"key": "/reports/delta_train_4558.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4558-890"}], "task_id": "train_files_4558", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 46559, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4559", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4560": {"id": "at4560", "status": "active", "tier": "plus"}, "bt4560": {"id": "bt4560", "status": "active", "tier": "enterprise"}}}, "instruction": "Close account at4560 and mark the reason as duplicate_account.", "seed": 46560, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4560.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4560.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_4560", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4561", "text": "onboarding incident 5 root cause and mitigation timeline", "title": "Onboarding Incident Brief 4561"}, {"id": "xt4561", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4561"}]}, "instruction": "Run document search with query 'onboarding incident 5'.", "seed": 46561, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4561", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5339}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_5.txt": "seed 4562"}}, "instruction": "Write 'entry-train-4562-261' to /drafts/status_train_4562.log.", "seed": 46562, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/status_train_4562.log"}, {"key": "/drafts/status_train_4562.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4562-261"}], "task_id": "train_files_4562", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 46563, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4563", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4564": {"id": "at4564", "status": "active", "tier": "basic"}, "bt4564": {"id": "bt4564", "status": "active", "tier": "enterprise"}}}, "instruction": "Set the subscription tier for at4564 to plus.", "seed": 46564, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4564.tier", "value": "plus"}], "task_id": "train_crud_4564", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4565", "text": "latency incident 9 root cause and mitigation timeline", "title": "Latency Incident Brief 4565"}, {"id": "xt4565", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4565"}]}, "instruction": "Search docs for 'latency incident 9' and inspect top results.", "seed": 46565, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4565", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_2.txt": "seed 4566"}}, "instruction": "Store the text 'entry-train-4566-812' at /reports/runbook_train_4566.txt.", "seed": 46566, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_4566.txt"}, {"key": "/reports/runbook_train_4566.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4566-812"}], "task_id": "train_files_4566", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 46567, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4567", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5345}}}], "gold_summary": null, "initial_state": {"accounts": {"at4568": {"id": "at4568", "status": "active", "tier": "enterprise"}, "bt4568": {"id": "bt4568", "status": "active", "tier": "basic"}}}, "instruction": "Register account nt4568 with active status.", "seed": 46568, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4568"}, {"op": "equals", "path": "accounts.nt4568.status", "value": "active"}], "task_id": "train_crud_4568", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4569", "text": "retention incident 13 root cause and mitigation timeline", "title": "Retention Incident Brief 4569"}, {"id": "xt4569", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4569"}]}, "instruction": "Run document search with query 'retention incident 13'.", "seed": 46569, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4569", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_6.txt": "seed 4570"}}, "instruction": "Create file /drafts/rollup_train_4570.md with content 'entry-train-4570-538'.", "seed": 46570, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_4570.md"}, {"key": "/drafts/rollup_train_4570.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4570-538"}], "task_id": "train_files_4570", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 46571, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4571", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4572": {"id": "at4572", "status": "active", "tier": "plus"}, "bt4572": {"id": "bt4572", "status": "active", "tier": "basic"}}}, "instruction": "Close account at4572 and mark the reason as user_request.", "seed": 46572, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4572.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4572.closed_reason", "value": "user_request"}], "task_id": "train_crud_4572", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4573", "text": "billing incident 0 root cause and mitigation timeline", "title": "Billing Incident Brief 4573"}, {"id": "xt4573", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4573"}]}, "instruction": "Search docs for 'billing incident 0' and inspect top results.", "seed": 46573, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4573", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5351}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 4574"}}, "instruction": "Write 'entry-train-4574-722' to /exports/rollup_train_4574.md.", "seed": 46574, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_4574.md"}, {"key": "/exports/rollup_train_4574.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4574-722"}], "task_id": "train_files_4574", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 46575, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4575", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4576": {"id": "at4576", "status": "active", "tier": "enterprise"}, "bt4576": {"id": "bt4576", "status": "active", "tier": "premium"}}}, "instruction": "Patch account at4576 with tier=basic.", "seed": 46576, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4576.tier", "value": "basic"}], "task_id": "train_crud_4576", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4577", "text": "billing incident 4 root cause and mitigation timeline", "title": "Billing Incident Brief 4577"}, {"id": "xt4577", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4577"}]}, "instruction": "Search docs for 'billing incident 4' and inspect top results.", "seed": 46577, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4577", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_0.txt": "seed 4578"}}, "instruction": "Create file /exports/runbook_train_4578.md with content 'entry-train-4578-153'.", "seed": 46578, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_4578.md"}, {"key": "/exports/runbook_train_4578.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4578-153"}], "task_id": "train_files_4578", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 46579, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4579", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5357}}}], "gold_summary": null, "initial_state": {"accounts": {"at4580": {"id": "at4580", "status": "active", "tier": "basic"}, "bt4580": {"id": "bt4580", "status": "active", "tier": "enterprise"}}}, "instruction": "Register account nt4580 with active status.", "seed": 46580, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4580"}, {"op": "equals", "path": "accounts.nt4580.status", "value": "active"}], "task_id": "train_crud_4580", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4581", "text": "onboarding incident 8 root cause and mitigation timeline", "title": "Onboarding Incident Brief 4581"}, {"id": "xt4581", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4581"}]}, "instruction": "Find relevant docs for 'onboarding incident 8'.", "seed": 46581, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4581", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_4.txt": "seed 4582"}}, "instruction": "Store the text 'entry-train-4582-397' at /drafts/delta_train_4582.md.", "seed": 46582, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_train_4582.md"}, {"key": "/drafts/delta_train_4582.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4582-397"}], "task_id": "train_files_4582", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 46583, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4583", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4584": {"id": "at4584", "status": "active", "tier": "basic"}, "bt4584": {"id": "bt4584", "status": "active", "tier": "enterprise"}}}, "instruction": "Deactivate user account at4584; use reason risk_review.", "seed": 46584, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4584.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4584.closed_reason", "value": "risk_review"}], "task_id": "train_crud_4584", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4585", "text": "latency incident 12 root cause and mitigation timeline", "title": "Latency Incident Brief 4585"}, {"id": "xt4585", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4585"}]}, "instruction": "Run document search with query 'latency incident 12'.", "seed": 46585, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4585", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5363}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 4586"}}, "instruction": "Write 'entry-train-4586-517' to /notes/delta_train_4586.txt.", "seed": 46586, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_train_4586.txt"}, {"key": "/notes/delta_train_4586.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4586-517"}], "task_id": "train_files_4586", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 46587, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4587", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4588": {"id": "at4588", "status": "active", "tier": "basic"}, "bt4588": {"id": "bt4588", "status": "active", "tier": "basic"}}}, "instruction": "Patch account at4588 with tier=plus.", "seed": 46588, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4588.tier", "value": "plus"}], "task_id": "train_crud_4588", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4589", "text": "compliance incident 16 root cause and mitigation timeline", "title": "Compliance Incident Brief 4589"}, {"id": "xt4589", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4589"}]}, "instruction": "Find relevant docs for 'compliance incident 16'.", "seed": 46589, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4589", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_5.txt": "seed 4590"}}, "instruction": "Store the text 'entry-train-4590-678' at /reports/delta_train_4590.md.", "seed": 46590, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/delta_train_4590.md"}, {"key": "/reports/delta_train_4590.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4590-678"}], "task_id": "train_files_4590", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 46591, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4591", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5369}}}], "gold_summary": null, "initial_state": {"accounts": {"at4592": {"id": "at4592", "status": "active", "tier": "plus"}, "bt4592": {"id": "bt4592", "status": "active", "tier": "enterprise"}}}, "instruction": "Register account nt4592 with active status.", "seed": 46592, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4592"}, {"op": "equals", "path": "accounts.nt4592.status", "value": "active"}], "task_id": "train_crud_4592", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4593", "text": "onboarding incident 3 root cause and mitigation timeline", "title": "Onboarding Incident Brief 4593"}, {"id": "xt4593", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4593"}]}, "instruction": "Run document search with query 'onboarding incident 3'.", "seed": 46593, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4593", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_2.txt": "seed 4594"}}, "instruction": "Create file /notes/delta_train_4594.log with content 'entry-train-4594-740'.", "seed": 46594, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_train_4594.log"}, {"key": "/notes/delta_train_4594.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4594-740"}], "task_id": "train_files_4594", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 46595, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4595", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4596": {"id": "at4596", "status": "active", "tier": "enterprise"}, "bt4596": {"id": "bt4596", "status": "active", "tier": "premium"}}}, "instruction": "Archive account at4596 by closing it with reason risk_review.", "seed": 46596, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4596.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4596.closed_reason", "value": "risk_review"}], "task_id": "train_crud_4596", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4597", "text": "latency incident 7 root cause and mitigation timeline", "title": "Latency Incident Brief 4597"}, {"id": "xt4597", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4597"}]}, "instruction": "Run document search with query 'latency incident 7'.", "seed": 46597, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4597", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5375}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_6.txt": "seed 4598"}}, "instruction": "Store the text 'entry-train-4598-438' at /notes/status_train_4598.txt.", "seed": 46598, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_train_4598.txt"}, {"key": "/notes/status_train_4598.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4598-438"}], "task_id": "train_files_4598", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 46599, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4599", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4600": {"id": "at4600", "status": "active", "tier": "premium"}, "bt4600": {"id": "bt4600", "status": "active", "tier": "plus"}}}, "instruction": "Update account at4600 so tier is enterprise.", "seed": 46600, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4600.tier", "value": "enterprise"}], "task_id": "train_crud_4600", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4601", "text": "billing incident 11 root cause and mitigation timeline", "title": "Billing Incident Brief 4601"}, {"id": "xt4601", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4601"}]}, "instruction": "Search docs for 'billing incident 11' and inspect top results.", "seed": 46601, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4601", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 4602"}}, "instruction": "Store the text 'entry-train-4602-513' at /exports/status_train_4602.md.", "seed": 46602, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_4602.md"}, {"key": "/exports/status_train_4602.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4602-513"}], "task_id": "train_files_4602", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 46603, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4603", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5381}}}], "gold_summary": null, "initial_state": {"accounts": {"at4604": {"id": "at4604", "status": "active", "tier": "basic"}, "bt4604": {"id": "bt4604", "status": "active", "tier": "enterprise"}}}, "instruction": "Create a new account with id nt4604.", "seed": 46604, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4604"}, {"op": "equals", "path": "accounts.nt4604.status", "value": "active"}], "task_id": "train_crud_4604", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4605", "text": "compliance incident 15 root cause and mitigation timeline", "title": "Compliance Incident Brief 4605"}, {"id": "xt4605", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4605"}]}, "instruction": "Run document search with query 'compliance incident 15'.", "seed": 46605, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4605", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_0.txt": "seed 4606"}}, "instruction": "Write 'entry-train-4606-552' to /snapshots/summary_train_4606.log.", "seed": 46606, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/summary_train_4606.log"}, {"key": "/snapshots/summary_train_4606.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4606-552"}], "task_id": "train_files_4606", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 46607, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4607", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4608": {"id": "at4608", "status": "active", "tier": "plus"}, "bt4608": {"id": "bt4608", "status": "active", "tier": "premium"}}}, "instruction": "Archive account at4608 by closing it with reason risk_review.", "seed": 46608, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4608.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4608.closed_reason", "value": "risk_review"}], "task_id": "train_crud_4608", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4609", "text": "security incident 2 root cause and mitigation timeline", "title": "Security Incident Brief 4609"}, {"id": "xt4609", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4609"}]}, "instruction": "Search docs for 'security incident 2' and inspect top results.", "seed": 46609, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4609", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5387}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_4.txt": "seed 4610"}}, "instruction": "Store the text 'entry-train-4610-517' at /exports/summary_train_4610.md.", "seed": 46610, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_4610.md"}, {"key": "/exports/summary_train_4610.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4610-517"}], "task_id": "train_files_4610", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 46611, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4611", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4612": {"id": "at4612", "status": "active", "tier": "enterprise"}, "bt4612": {"id": "bt4612", "status": "active", "tier": "basic"}}}, "instruction": "Patch account at4612 with tier=plus.", "seed": 46612, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4612.tier", "value": "plus"}], "task_id": "train_crud_4612", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4613", "text": "compliance incident 6 root cause and mitigation timeline", "title": "Compliance Incident Brief 4613"}, {"id": "xt4613", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4613"}]}, "instruction": "Run document search with query 'compliance incident 6'.", "seed": 46613, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4613", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 4614"}}, "instruction": "Create file /notes/status_train_4614.md with content 'entry-train-4614-776'.", "seed": 46614, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_train_4614.md"}, {"key": "/notes/status_train_4614.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4614-776"}], "task_id": "train_files_4614", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 46615, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4615", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5393}}}], "gold_summary": null, "initial_state": {"accounts": {"at4616": {"id": "at4616", "status": "active", "tier": "enterprise"}, "bt4616": {"id": "bt4616", "status": "active", "tier": "enterprise"}}}, "instruction": "Add customer account nt4616.", "seed": 46616, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4616"}, {"op": "equals", "path": "accounts.nt4616.status", "value": "active"}], "task_id": "train_crud_4616", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4617", "text": "billing incident 10 root cause and mitigation timeline", "title": "Billing Incident Brief 4617"}, {"id": "xt4617", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4617"}]}, "instruction": "Search docs for 'billing incident 10' and inspect top results.", "seed": 46617, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4617", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_5.txt": "seed 4618"}}, "instruction": "Store the text 'entry-train-4618-200' at /notes/rollup_train_4618.md.", "seed": 46618, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_4618.md"}, {"key": "/notes/rollup_train_4618.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4618-200"}], "task_id": "train_files_4618", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 46619, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4619", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4620": {"id": "at4620", "status": "active", "tier": "premium"}, "bt4620": {"id": "bt4620", "status": "active", "tier": "premium"}}}, "instruction": "Deactivate user account at4620; use reason risk_review.", "seed": 46620, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4620.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4620.closed_reason", "value": "risk_review"}], "task_id": "train_crud_4620", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4621", "text": "compliance incident 14 root cause and mitigation timeline", "title": "Compliance Incident Brief 4621"}, {"id": "xt4621", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4621"}]}, "instruction": "Search docs for 'compliance incident 14' and inspect top results.", "seed": 46621, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4621", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5399}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_2.txt": "seed 4622"}}, "instruction": "Store the text 'entry-train-4622-970' at /drafts/delta_train_4622.md.", "seed": 46622, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_train_4622.md"}, {"key": "/drafts/delta_train_4622.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4622-970"}], "task_id": "train_files_4622", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 46623, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4623", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4624": {"id": "at4624", "status": "active", "tier": "enterprise"}, "bt4624": {"id": "bt4624", "status": "active", "tier": "basic"}}}, "instruction": "Update account at4624 so tier is basic.", "seed": 46624, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4624.tier", "value": "basic"}], "task_id": "train_crud_4624", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4625", "text": "onboarding incident 1 root cause and mitigation timeline", "title": "Onboarding Incident Brief 4625"}, {"id": "xt4625", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4625"}]}, "instruction": "Run document search with query 'onboarding incident 1'.", "seed": 46625, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4625", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_6.txt": "seed 4626"}}, "instruction": "Create file /reports/summary_train_4626.txt with content 'entry-train-4626-953'.", "seed": 46626, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_4626.txt"}, {"key": "/reports/summary_train_4626.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4626-953"}], "task_id": "train_files_4626", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 46627, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4627", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5405}}}], "gold_summary": null, "initial_state": {"accounts": {"at4628": {"id": "at4628", "status": "active", "tier": "plus"}, "bt4628": {"id": "bt4628", "status": "active", "tier": "premium"}}}, "instruction": "Create a new account with id nt4628.", "seed": 46628, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4628"}, {"op": "equals", "path": "accounts.nt4628.status", "value": "active"}], "task_id": "train_crud_4628", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4629", "text": "billing incident 5 root cause and mitigation timeline", "title": "Billing Incident Brief 4629"}, {"id": "xt4629", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4629"}]}, "instruction": "Run document search with query 'billing incident 5'.", "seed": 46629, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4629", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_3.txt": "seed 4630"}}, "instruction": "Create file /notes/summary_train_4630.log with content 'entry-train-4630-763'.", "seed": 46630, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_4630.log"}, {"key": "/notes/summary_train_4630.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4630-763"}], "task_id": "train_files_4630", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 46631, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4631", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4632": {"id": "at4632", "status": "active", "tier": "premium"}, "bt4632": {"id": "bt4632", "status": "active", "tier": "enterprise"}}}, "instruction": "Close account at4632 and mark the reason as compliance.", "seed": 46632, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4632.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4632.closed_reason", "value": "compliance"}], "task_id": "train_crud_4632", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4633", "text": "retention incident 9 root cause and mitigation timeline", "title": "Retention Incident Brief 4633"}, {"id": "xt4633", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4633"}]}, "instruction": "Search docs for 'retention incident 9' and inspect top results.", "seed": 46633, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4633", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5411}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_0.txt": "seed 4634"}}, "instruction": "Store the text 'entry-train-4634-521' at /notes/rollup_train_4634.log.", "seed": 46634, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_4634.log"}, {"key": "/notes/rollup_train_4634.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4634-521"}], "task_id": "train_files_4634", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 46635, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4635", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4636": {"id": "at4636", "status": "active", "tier": "premium"}, "bt4636": {"id": "bt4636", "status": "active", "tier": "basic"}}}, "instruction": "Set the subscription tier for at4636 to plus.", "seed": 46636, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4636.tier", "value": "plus"}], "task_id": "train_crud_4636", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4637", "text": "compliance incident 13 root cause and mitigation timeline", "title": "Compliance Incident Brief 4637"}, {"id": "xt4637", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4637"}]}, "instruction": "Run document search with query 'compliance incident 13'.", "seed": 46637, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4637", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_4.txt": "seed 4638"}}, "instruction": "Create file /snapshots/status_train_4638.txt with content 'entry-train-4638-831'.", "seed": 46638, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_4638.txt"}, {"key": "/snapshots/status_train_4638.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4638-831"}], "task_id": "train_files_4638", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 46639, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4639", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5417}}}], "gold_summary": null, "initial_state": {"accounts": {"at4640": {"id": "at4640", "status": "active", "tier": "plus"}, "bt4640": {"id": "bt4640", "status": "active", "tier": "plus"}}}, "instruction": "Register account nt4640 with active status.", "seed": 46640, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4640"}, {"op": "equals", "path": "accounts.nt4640.status", "value": "active"}], "task_id": "train_crud_4640", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4641", "text": "billing incident 0 root cause and mitigation timeline", "title": "Billing Incident Brief 4641"}, {"id": "xt4641", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4641"}]}, "instruction": "Search docs for 'billing incident 0' and inspect top results.", "seed": 46641, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4641", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_1.txt": "seed 4642"}}, "instruction": "Write 'entry-train-4642-148' to /snapshots/rollup_train_4642.md.", "seed": 46642, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_4642.md"}, {"key": "/snapshots/rollup_train_4642.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4642-148"}], "task_id": "train_files_4642", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 46643, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4643", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4644": {"id": "at4644", "status": "active", "tier": "premium"}, "bt4644": {"id": "bt4644", "status": "active", "tier": "plus"}}}, "instruction": "Close account at4644 and mark the reason as risk_review.", "seed": 46644, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4644.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4644.closed_reason", "value": "risk_review"}], "task_id": "train_crud_4644", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4645", "text": "compliance incident 4 root cause and mitigation timeline", "title": "Compliance Incident Brief 4645"}, {"id": "xt4645", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4645"}]}, "instruction": "Search docs for 'compliance incident 4' and inspect top results.", "seed": 46645, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4645", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5423}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_5.txt": "seed 4646"}}, "instruction": "Write 'entry-train-4646-832' to /drafts/runbook_train_4646.md.", "seed": 46646, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_train_4646.md"}, {"key": "/drafts/runbook_train_4646.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4646-832"}], "task_id": "train_files_4646", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 46647, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4647", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4648": {"id": "at4648", "status": "active", "tier": "enterprise"}, "bt4648": {"id": "bt4648", "status": "active", "tier": "basic"}}}, "instruction": "Set the subscription tier for at4648 to premium.", "seed": 46648, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4648.tier", "value": "premium"}], "task_id": "train_crud_4648", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4649", "text": "security incident 8 root cause and mitigation timeline", "title": "Security Incident Brief 4649"}, {"id": "xt4649", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4649"}]}, "instruction": "Find relevant docs for 'security incident 8'.", "seed": 46649, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4649", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_2.txt": "seed 4650"}}, "instruction": "Write 'entry-train-4650-267' to /reports/summary_train_4650.log.", "seed": 46650, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_4650.log"}, {"key": "/reports/summary_train_4650.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4650-267"}], "task_id": "train_files_4650", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 46651, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4651", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5429}}}], "gold_summary": null, "initial_state": {"accounts": {"at4652": {"id": "at4652", "status": "active", "tier": "plus"}, "bt4652": {"id": "bt4652", "status": "active", "tier": "premium"}}}, "instruction": "Create a new account with id nt4652.", "seed": 46652, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4652"}, {"op": "equals", "path": "accounts.nt4652.status", "value": "active"}], "task_id": "train_crud_4652", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4653", "text": "compliance incident 12 root cause and mitigation timeline", "title": "Compliance Incident Brief 4653"}, {"id": "xt4653", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4653"}]}, "instruction": "Find relevant docs for 'compliance incident 12'.", "seed": 46653, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4653", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_6.txt": "seed 4654"}}, "instruction": "Write 'entry-train-4654-224' to /notes/runbook_train_4654.md.", "seed": 46654, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_train_4654.md"}, {"key": "/notes/runbook_train_4654.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4654-224"}], "task_id": "train_files_4654", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 46655, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4655", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4656": {"id": "at4656", "status": "active", "tier": "premium"}, "bt4656": {"id": "bt4656", "status": "active", "tier": "basic"}}}, "instruction": "Archive account at4656 by closing it with reason risk_review.", "seed": 46656, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4656.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4656.closed_reason", "value": "risk_review"}], "task_id": "train_crud_4656", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4657", "text": "latency incident 16 root cause and mitigation timeline", "title": "Latency Incident Brief 4657"}, {"id": "xt4657", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4657"}]}, "instruction": "Search docs for 'latency incident 16' and inspect top results.", "seed": 46657, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4657", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5435}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_3.txt": "seed 4658"}}, "instruction": "Write 'entry-train-4658-144' to /snapshots/runbook_train_4658.log.", "seed": 46658, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/runbook_train_4658.log"}, {"key": "/snapshots/runbook_train_4658.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4658-144"}], "task_id": "train_files_4658", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 46659, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4659", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4660": {"id": "at4660", "status": "active", "tier": "plus"}, "bt4660": {"id": "bt4660", "status": "active", "tier": "plus"}}}, "instruction": "Patch account at4660 with tier=premium.", "seed": 46660, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4660.tier", "value": "premium"}], "task_id": "train_crud_4660", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4661", "text": "billing incident 3 root cause and mitigation timeline", "title": "Billing Incident Brief 4661"}, {"id": "xt4661", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4661"}]}, "instruction": "Run document search with query 'billing incident 3'.", "seed": 46661, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4661", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_0.txt": "seed 4662"}}, "instruction": "Store the text 'entry-train-4662-574' at /notes/summary_train_4662.txt.", "seed": 46662, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_4662.txt"}, {"key": "/notes/summary_train_4662.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4662-574"}], "task_id": "train_files_4662", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 46663, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4663", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5441}}}], "gold_summary": null, "initial_state": {"accounts": {"at4664": {"id": "at4664", "status": "active", "tier": "basic"}, "bt4664": {"id": "bt4664", "status": "active", "tier": "plus"}}}, "instruction": "Add customer account nt4664.", "seed": 46664, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4664"}, {"op": "equals", "path": "accounts.nt4664.status", "value": "active"}], "task_id": "train_crud_4664", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4665", "text": "billing incident 7 root cause and mitigation timeline", "title": "Billing Incident Brief 4665"}, {"id": "xt4665", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4665"}]}, "instruction": "Find relevant docs for 'billing incident 7'.", "seed": 46665, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4665", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_4.txt": "seed 4666"}}, "instruction": "Write 'entry-train-4666-743' to /notes/status_train_4666.txt.", "seed": 46666, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_train_4666.txt"}, {"key": "/notes/status_train_4666.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4666-743"}], "task_id": "train_files_4666", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 46667, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4667", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4668": {"id": "at4668", "status": "active", "tier": "premium"}, "bt4668": {"id": "bt4668", "status": "active", "tier": "enterprise"}}}, "instruction": "Close account at4668 and mark the reason as compliance.", "seed": 46668, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4668.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4668.closed_reason", "value": "compliance"}], "task_id": "train_crud_4668", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4669", "text": "compliance incident 11 root cause and mitigation timeline", "title": "Compliance Incident Brief 4669"}, {"id": "xt4669", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4669"}]}, "instruction": "Find relevant docs for 'compliance incident 11'.", "seed": 46669, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4669", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5447}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_1.txt": "seed 4670"}}, "instruction": "Store the text 'entry-train-4670-281' at /drafts/summary_train_4670.log.", "seed": 46670, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_4670.log"}, {"key": "/drafts/summary_train_4670.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4670-281"}], "task_id": "train_files_4670", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 46671, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4671", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4672": {"id": "at4672", "status": "active", "tier": "plus"}, "bt4672": {"id": "bt4672", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at4672 with tier=enterprise.", "seed": 46672, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4672.tier", "value": "enterprise"}], "task_id": "train_crud_4672", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4673", "text": "compliance incident 15 root cause and mitigation timeline", "title": "Compliance Incident Brief 4673"}, {"id": "xt4673", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4673"}]}, "instruction": "Find relevant docs for 'compliance incident 15'.", "seed": 46673, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4673", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_5.txt": "seed 4674"}}, "instruction": "Create file /snapshots/rollup_train_4674.log with content 'entry-train-4674-221'.", "seed": 46674, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_4674.log"}, {"key": "/snapshots/rollup_train_4674.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4674-221"}], "task_id": "train_files_4674", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 46675, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4675", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5453}}}], "gold_summary": null, "initial_state": {"accounts": {"at4676": {"id": "at4676", "status": "active", "tier": "plus"}, "bt4676": {"id": "bt4676", "status": "active", "tier": "plus"}}}, "instruction": "Create a new account with id nt4676.", "seed": 46676, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4676"}, {"op": "equals", "path": "accounts.nt4676.status", "value": "active"}], "task_id": "train_crud_4676", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4677", "text": "latency incident 2 root cause and mitigation timeline", "title": "Latency Incident Brief 4677"}, {"id": "xt4677", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4677"}]}, "instruction": "Run document search with query 'latency incident 2'.", "seed": 46677, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4677", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_2.txt": "seed 4678"}}, "instruction": "Write 'entry-train-4678-774' to /notes/status_train_4678.txt.", "seed": 46678, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_train_4678.txt"}, {"key": "/notes/status_train_4678.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4678-774"}], "task_id": "train_files_4678", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 46679, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4679", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4680": {"id": "at4680", "status": "active", "tier": "plus"}, "bt4680": {"id": "bt4680", "status": "active", "tier": "enterprise"}}}, "instruction": "Close account at4680 and mark the reason as duplicate_account.", "seed": 46680, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4680.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4680.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_4680", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4681", "text": "latency incident 6 root cause and mitigation timeline", "title": "Latency Incident Brief 4681"}, {"id": "xt4681", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4681"}]}, "instruction": "Run document search with query 'latency incident 6'.", "seed": 46681, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4681", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5459}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_6.txt": "seed 4682"}}, "instruction": "Write 'entry-train-4682-683' to /reports/runbook_train_4682.md.", "seed": 46682, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_4682.md"}, {"key": "/reports/runbook_train_4682.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4682-683"}], "task_id": "train_files_4682", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 46683, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4683", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4684": {"id": "at4684", "status": "active", "tier": "plus"}, "bt4684": {"id": "bt4684", "status": "active", "tier": "enterprise"}}}, "instruction": "Set the subscription tier for at4684 to premium.", "seed": 46684, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4684.tier", "value": "premium"}], "task_id": "train_crud_4684", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4685", "text": "onboarding incident 10 root cause and mitigation timeline", "title": "Onboarding Incident Brief 4685"}, {"id": "xt4685", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4685"}]}, "instruction": "Find relevant docs for 'onboarding incident 10'.", "seed": 46685, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4685", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 4686"}}, "instruction": "Store the text 'entry-train-4686-738' at /exports/status_train_4686.md.", "seed": 46686, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_4686.md"}, {"key": "/exports/status_train_4686.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4686-738"}], "task_id": "train_files_4686", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 46687, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4687", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5465}}}], "gold_summary": null, "initial_state": {"accounts": {"at4688": {"id": "at4688", "status": "active", "tier": "plus"}, "bt4688": {"id": "bt4688", "status": "active", "tier": "basic"}}}, "instruction": "Register account nt4688 with active status.", "seed": 46688, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4688"}, {"op": "equals", "path": "accounts.nt4688.status", "value": "active"}], "task_id": "train_crud_4688", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4689", "text": "billing incident 14 root cause and mitigation timeline", "title": "Billing Incident Brief 4689"}, {"id": "xt4689", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4689"}]}, "instruction": "Find relevant docs for 'billing incident 14'.", "seed": 46689, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4689", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_0.txt": "seed 4690"}}, "instruction": "Store the text 'entry-train-4690-836' at /drafts/delta_train_4690.md.", "seed": 46690, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_train_4690.md"}, {"key": "/drafts/delta_train_4690.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4690-836"}], "task_id": "train_files_4690", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 46691, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4691", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4692": {"id": "at4692", "status": "active", "tier": "premium"}, "bt4692": {"id": "bt4692", "status": "active", "tier": "basic"}}}, "instruction": "Deactivate user account at4692; use reason user_request.", "seed": 46692, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4692.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4692.closed_reason", "value": "user_request"}], "task_id": "train_crud_4692", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4693", "text": "latency incident 1 root cause and mitigation timeline", "title": "Latency Incident Brief 4693"}, {"id": "xt4693", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4693"}]}, "instruction": "Find relevant docs for 'latency incident 1'.", "seed": 46693, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4693", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5471}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_4.txt": "seed 4694"}}, "instruction": "Write 'entry-train-4694-929' to /notes/delta_train_4694.md.", "seed": 46694, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_train_4694.md"}, {"key": "/notes/delta_train_4694.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4694-929"}], "task_id": "train_files_4694", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 46695, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4695", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4696": {"id": "at4696", "status": "active", "tier": "plus"}, "bt4696": {"id": "bt4696", "status": "active", "tier": "enterprise"}}}, "instruction": "Set the subscription tier for at4696 to enterprise.", "seed": 46696, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4696.tier", "value": "enterprise"}], "task_id": "train_crud_4696", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4697", "text": "compliance incident 5 root cause and mitigation timeline", "title": "Compliance Incident Brief 4697"}, {"id": "xt4697", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4697"}]}, "instruction": "Find relevant docs for 'compliance incident 5'.", "seed": 46697, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4697", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_1.txt": "seed 4698"}}, "instruction": "Create file /drafts/summary_train_4698.log with content 'entry-train-4698-562'.", "seed": 46698, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_4698.log"}, {"key": "/drafts/summary_train_4698.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4698-562"}], "task_id": "train_files_4698", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 46699, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4699", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5477}}}], "gold_summary": null, "initial_state": {"accounts": {"at4700": {"id": "at4700", "status": "active", "tier": "enterprise"}, "bt4700": {"id": "bt4700", "status": "active", "tier": "enterprise"}}}, "instruction": "Register account nt4700 with active status.", "seed": 46700, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4700"}, {"op": "equals", "path": "accounts.nt4700.status", "value": "active"}], "task_id": "train_crud_4700", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4701", "text": "onboarding incident 9 root cause and mitigation timeline", "title": "Onboarding Incident Brief 4701"}, {"id": "xt4701", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4701"}]}, "instruction": "Find relevant docs for 'onboarding incident 9'.", "seed": 46701, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4701", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_5.txt": "seed 4702"}}, "instruction": "Store the text 'entry-train-4702-609' at /notes/rollup_train_4702.log.", "seed": 46702, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_4702.log"}, {"key": "/notes/rollup_train_4702.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4702-609"}], "task_id": "train_files_4702", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 46703, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4703", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4704": {"id": "at4704", "status": "active", "tier": "plus"}, "bt4704": {"id": "bt4704", "status": "active", "tier": "basic"}}}, "instruction": "Archive account at4704 by closing it with reason duplicate_account.", "seed": 46704, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4704.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4704.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_4704", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4705", "text": "onboarding incident 13 root cause and mitigation timeline", "title": "Onboarding Incident Brief 4705"}, {"id": "xt4705", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4705"}]}, "instruction": "Run document search with query 'onboarding incident 13'.", "seed": 46705, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4705", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5483}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_2.txt": "seed 4706"}}, "instruction": "Store the text 'entry-train-4706-153' at /drafts/status_train_4706.md.", "seed": 46706, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/status_train_4706.md"}, {"key": "/drafts/status_train_4706.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4706-153"}], "task_id": "train_files_4706", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 46707, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4707", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4708": {"id": "at4708", "status": "active", "tier": "enterprise"}, "bt4708": {"id": "bt4708", "status": "active", "tier": "premium"}}}, "instruction": "Patch account at4708 with tier=premium.", "seed": 46708, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4708.tier", "value": "premium"}], "task_id": "train_crud_4708", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4709", "text": "onboarding incident 0 root cause and mitigation timeline", "title": "Onboarding Incident Brief 4709"}, {"id": "xt4709", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4709"}]}, "instruction": "Search docs for 'onboarding incident 0' and inspect top results.", "seed": 46709, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4709", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_6.txt": "seed 4710"}}, "instruction": "Write 'entry-train-4710-654' to /reports/status_train_4710.md.", "seed": 46710, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/status_train_4710.md"}, {"key": "/reports/status_train_4710.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4710-654"}], "task_id": "train_files_4710", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 46711, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4711", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5489}}}], "gold_summary": null, "initial_state": {"accounts": {"at4712": {"id": "at4712", "status": "active", "tier": "plus"}, "bt4712": {"id": "bt4712", "status": "active", "tier": "enterprise"}}}, "instruction": "Register account nt4712 with active status.", "seed": 46712, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4712"}, {"op": "equals", "path": "accounts.nt4712.status", "value": "active"}], "task_id": "train_crud_4712", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4713", "text": "onboarding incident 4 root cause and mitigation timeline", "title": "Onboarding Incident Brief 4713"}, {"id": "xt4713", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4713"}]}, "instruction": "Search docs for 'onboarding incident 4' and inspect top results.", "seed": 46713, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4713", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_3.txt": "seed 4714"}}, "instruction": "Write 'entry-train-4714-401' to /drafts/runbook_train_4714.log.", "seed": 46714, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_train_4714.log"}, {"key": "/drafts/runbook_train_4714.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4714-401"}], "task_id": "train_files_4714", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 46715, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4715", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4716": {"id": "at4716", "status": "active", "tier": "enterprise"}, "bt4716": {"id": "bt4716", "status": "active", "tier": "plus"}}}, "instruction": "Deactivate user account at4716; use reason user_request.", "seed": 46716, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4716.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4716.closed_reason", "value": "user_request"}], "task_id": "train_crud_4716", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4717", "text": "compliance incident 8 root cause and mitigation timeline", "title": "Compliance Incident Brief 4717"}, {"id": "xt4717", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4717"}]}, "instruction": "Run document search with query 'compliance incident 8'.", "seed": 46717, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4717", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5495}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_0.txt": "seed 4718"}}, "instruction": "Create file /reports/runbook_train_4718.txt with content 'entry-train-4718-645'.", "seed": 46718, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_4718.txt"}, {"key": "/reports/runbook_train_4718.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4718-645"}], "task_id": "train_files_4718", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 46719, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4719", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4720": {"id": "at4720", "status": "active", "tier": "plus"}, "bt4720": {"id": "bt4720", "status": "active", "tier": "plus"}}}, "instruction": "Set the subscription tier for at4720 to enterprise.", "seed": 46720, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4720.tier", "value": "enterprise"}], "task_id": "train_crud_4720", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4721", "text": "retention incident 12 root cause and mitigation timeline", "title": "Retention Incident Brief 4721"}, {"id": "xt4721", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4721"}]}, "instruction": "Run document search with query 'retention incident 12'.", "seed": 46721, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4721", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_4.txt": "seed 4722"}}, "instruction": "Write 'entry-train-4722-478' to /notes/delta_train_4722.log.", "seed": 46722, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_train_4722.log"}, {"key": "/notes/delta_train_4722.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4722-478"}], "task_id": "train_files_4722", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 46723, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4723", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5501}}}], "gold_summary": null, "initial_state": {"accounts": {"at4724": {"id": "at4724", "status": "active", "tier": "enterprise"}, "bt4724": {"id": "bt4724", "status": "active", "tier": "premium"}}}, "instruction": "Create a new account with id nt4724.", "seed": 46724, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4724"}, {"op": "equals", "path": "accounts.nt4724.status", "value": "active"}], "task_id": "train_crud_4724", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4725", "text": "retention incident 16 root cause and mitigation timeline", "title": "Retention Incident Brief 4725"}, {"id": "xt4725", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4725"}]}, "instruction": "Find relevant docs for 'retention incident 16'.", "seed": 46725, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4725", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_1.txt": "seed 4726"}}, "instruction": "Write 'entry-train-4726-432' to /exports/rollup_train_4726.log.", "seed": 46726, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_4726.log"}, {"key": "/exports/rollup_train_4726.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4726-432"}], "task_id": "train_files_4726", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 46727, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4727", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4728": {"id": "at4728", "status": "active", "tier": "basic"}, "bt4728": {"id": "bt4728", "status": "active", "tier": "premium"}}}, "instruction": "Archive account at4728 by closing it with reason user_request.", "seed": 46728, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4728.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4728.closed_reason", "value": "user_request"}], "task_id": "train_crud_4728", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4729", "text": "onboarding incident 3 root cause and mitigation timeline", "title": "Onboarding Incident Brief 4729"}, {"id": "xt4729", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4729"}]}, "instruction": "Search docs for 'onboarding incident 3' and inspect top results.", "seed": 46729, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4729", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5507}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_5.txt": "seed 4730"}}, "instruction": "Write 'entry-train-4730-595' to /reports/rollup_train_4730.log.", "seed": 46730, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_4730.log"}, {"key": "/reports/rollup_train_4730.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4730-595"}], "task_id": "train_files_4730", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 46731, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4731", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4732": {"id": "at4732", "status": "active", "tier": "premium"}, "bt4732": {"id": "bt4732", "status": "active", "tier": "plus"}}}, "instruction": "Set the subscription tier for at4732 to enterprise.", "seed": 46732, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4732.tier", "value": "enterprise"}], "task_id": "train_crud_4732", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4733", "text": "billing incident 7 root cause and mitigation timeline", "title": "Billing Incident Brief 4733"}, {"id": "xt4733", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4733"}]}, "instruction": "Search docs for 'billing incident 7' and inspect top results.", "seed": 46733, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4733", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_2.txt": "seed 4734"}}, "instruction": "Create file /snapshots/runbook_train_4734.txt with content 'entry-train-4734-433'.", "seed": 46734, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/runbook_train_4734.txt"}, {"key": "/snapshots/runbook_train_4734.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4734-433"}], "task_id": "train_files_4734", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 46735, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4735", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5513}}}], "gold_summary": null, "initial_state": {"accounts": {"at4736": {"id": "at4736", "status": "active", "tier": "plus"}, "bt4736": {"id": "bt4736", "status": "active", "tier": "plus"}}}, "instruction": "Add customer account nt4736.", "seed": 46736, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4736"}, {"op": "equals", "path": "accounts.nt4736.status", "value": "active"}], "task_id": "train_crud_4736", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4737", "text": "security incident 11 root cause and mitigation timeline", "title": "Security Incident Brief 4737"}, {"id": "xt4737", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4737"}]}, "instruction": "Find relevant docs for 'security incident 11'.", "seed": 46737, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4737", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_6.txt": "seed 4738"}}, "instruction": "Store the text 'entry-train-4738-845' at /drafts/rollup_train_4738.md.", "seed": 46738, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_train_4738.md"}, {"key": "/drafts/rollup_train_4738.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4738-845"}], "task_id": "train_files_4738", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 46739, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4739", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4740": {"id": "at4740", "status": "active", "tier": "basic"}, "bt4740": {"id": "bt4740", "status": "active", "tier": "premium"}}}, "instruction": "Archive account at4740 by closing it with reason risk_review.", "seed": 46740, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4740.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4740.closed_reason", "value": "risk_review"}], "task_id": "train_crud_4740", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4741", "text": "retention incident 15 root cause and mitigation timeline", "title": "Retention Incident Brief 4741"}, {"id": "xt4741", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4741"}]}, "instruction": "Run document search with query 'retention incident 15'.", "seed": 46741, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4741", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5519}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_3.txt": "seed 4742"}}, "instruction": "Create file /reports/summary_train_4742.md with content 'entry-train-4742-281'.", "seed": 46742, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_4742.md"}, {"key": "/reports/summary_train_4742.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4742-281"}], "task_id": "train_files_4742", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 46743, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4743", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4744": {"id": "at4744", "status": "active", "tier": "enterprise"}, "bt4744": {"id": "bt4744", "status": "active", "tier": "basic"}}}, "instruction": "Patch account at4744 with tier=premium.", "seed": 46744, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4744.tier", "value": "premium"}], "task_id": "train_crud_4744", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4745", "text": "compliance incident 2 root cause and mitigation timeline", "title": "Compliance Incident Brief 4745"}, {"id": "xt4745", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4745"}]}, "instruction": "Run document search with query 'compliance incident 2'.", "seed": 46745, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4745", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_0.txt": "seed 4746"}}, "instruction": "Store the text 'entry-train-4746-964' at /exports/status_train_4746.txt.", "seed": 46746, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_4746.txt"}, {"key": "/exports/status_train_4746.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4746-964"}], "task_id": "train_files_4746", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 46747, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4747", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5525}}}], "gold_summary": null, "initial_state": {"accounts": {"at4748": {"id": "at4748", "status": "active", "tier": "plus"}, "bt4748": {"id": "bt4748", "status": "active", "tier": "premium"}}}, "instruction": "Add customer account nt4748.", "seed": 46748, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4748"}, {"op": "equals", "path": "accounts.nt4748.status", "value": "active"}], "task_id": "train_crud_4748", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4749", "text": "compliance incident 6 root cause and mitigation timeline", "title": "Compliance Incident Brief 4749"}, {"id": "xt4749", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4749"}]}, "instruction": "Search docs for 'compliance incident 6' and inspect top results.", "seed": 46749, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4749", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_4.txt": "seed 4750"}}, "instruction": "Create file /exports/delta_train_4750.log with content 'entry-train-4750-525'.", "seed": 46750, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_train_4750.log"}, {"key": "/exports/delta_train_4750.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4750-525"}], "task_id": "train_files_4750", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 46751, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4751", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4752": {"id": "at4752", "status": "active", "tier": "enterprise"}, "bt4752": {"id": "bt4752", "status": "active", "tier": "premium"}}}, "instruction": "Archive account at4752 by closing it with reason duplicate_account.", "seed": 46752, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4752.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4752.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_4752", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4753", "text": "retention incident 10 root cause and mitigation timeline", "title": "Retention Incident Brief 4753"}, {"id": "xt4753", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4753"}]}, "instruction": "Find relevant docs for 'retention incident 10'.", "seed": 46753, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4753", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5531}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_1.txt": "seed 4754"}}, "instruction": "Create file /exports/delta_train_4754.md with content 'entry-train-4754-472'.", "seed": 46754, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_train_4754.md"}, {"key": "/exports/delta_train_4754.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4754-472"}], "task_id": "train_files_4754", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 46755, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4755", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4756": {"id": "at4756", "status": "active", "tier": "plus"}, "bt4756": {"id": "bt4756", "status": "active", "tier": "basic"}}}, "instruction": "Update account at4756 so tier is premium.", "seed": 46756, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4756.tier", "value": "premium"}], "task_id": "train_crud_4756", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4757", "text": "latency incident 14 root cause and mitigation timeline", "title": "Latency Incident Brief 4757"}, {"id": "xt4757", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4757"}]}, "instruction": "Search docs for 'latency incident 14' and inspect top results.", "seed": 46757, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4757", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_5.txt": "seed 4758"}}, "instruction": "Create file /reports/summary_train_4758.txt with content 'entry-train-4758-259'.", "seed": 46758, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_4758.txt"}, {"key": "/reports/summary_train_4758.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4758-259"}], "task_id": "train_files_4758", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 46759, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4759", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5537}}}], "gold_summary": null, "initial_state": {"accounts": {"at4760": {"id": "at4760", "status": "active", "tier": "plus"}, "bt4760": {"id": "bt4760", "status": "active", "tier": "plus"}}}, "instruction": "Create a new account with id nt4760.", "seed": 46760, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4760"}, {"op": "equals", "path": "accounts.nt4760.status", "value": "active"}], "task_id": "train_crud_4760", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4761", "text": "retention incident 1 root cause and mitigation timeline", "title": "Retention Incident Brief 4761"}, {"id": "xt4761", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4761"}]}, "instruction": "Run document search with query 'retention incident 1'.", "seed": 46761, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4761", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_2.txt": "seed 4762"}}, "instruction": "Create file /exports/summary_train_4762.txt with content 'entry-train-4762-105'.", "seed": 46762, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_4762.txt"}, {"key": "/exports/summary_train_4762.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4762-105"}], "task_id": "train_files_4762", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 46763, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4763", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4764": {"id": "at4764", "status": "active", "tier": "enterprise"}, "bt4764": {"id": "bt4764", "status": "active", "tier": "plus"}}}, "instruction": "Deactivate user account at4764; use reason user_request.", "seed": 46764, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4764.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4764.closed_reason", "value": "user_request"}], "task_id": "train_crud_4764", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4765", "text": "latency incident 5 root cause and mitigation timeline", "title": "Latency Incident Brief 4765"}, {"id": "xt4765", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4765"}]}, "instruction": "Find relevant docs for 'latency incident 5'.", "seed": 46765, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4765", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5543}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_6.txt": "seed 4766"}}, "instruction": "Store the text 'entry-train-4766-495' at /notes/delta_train_4766.md.", "seed": 46766, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_train_4766.md"}, {"key": "/notes/delta_train_4766.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4766-495"}], "task_id": "train_files_4766", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 46767, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4767", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4768": {"id": "at4768", "status": "active", "tier": "plus"}, "bt4768": {"id": "bt4768", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at4768 with tier=premium.", "seed": 46768, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4768.tier", "value": "premium"}], "task_id": "train_crud_4768", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4769", "text": "retention incident 9 root cause and mitigation timeline", "title": "Retention Incident Brief 4769"}, {"id": "xt4769", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4769"}]}, "instruction": "Find relevant docs for 'retention incident 9'.", "seed": 46769, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4769", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_3.txt": "seed 4770"}}, "instruction": "Write 'entry-train-4770-106' to /snapshots/status_train_4770.log.", "seed": 46770, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_4770.log"}, {"key": "/snapshots/status_train_4770.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4770-106"}], "task_id": "train_files_4770", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 46771, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4771", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4789", "text": "onboarding incident 12 root cause and mitigation timeline", "title": "Onboarding Incident Brief 4789"}, {"id": "xt4789", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4789"}]}, "instruction": "Find relevant docs for 'onboarding incident 12'.", "seed": 46789, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4789", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5567}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_2.txt": "seed 4790"}}, "instruction": "Write 'entry-train-4790-580' to /snapshots/summary_train_4790.log.", "seed": 46790, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/summary_train_4790.log"}, {"key": "/snapshots/summary_train_4790.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4790-580"}], "task_id": "train_files_4790", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 46791, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4791", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4792": {"id": "at4792", "status": "active", "tier": "enterprise"}, "bt4792": {"id": "bt4792", "status": "active", "tier": "plus"}}}, "instruction": "Patch account at4792 with tier=premium.", "seed": 46792, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4792.tier", "value": "premium"}], "task_id": "train_crud_4792", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4793", "text": "billing incident 16 root cause and mitigation timeline", "title": "Billing Incident Brief 4793"}, {"id": "xt4793", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4793"}]}, "instruction": "Search docs for 'billing incident 16' and inspect top results.", "seed": 46793, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4793", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_6.txt": "seed 4794"}}, "instruction": "Store the text 'entry-train-4794-680' at /drafts/status_train_4794.log.", "seed": 46794, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/status_train_4794.log"}, {"key": "/drafts/status_train_4794.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4794-680"}], "task_id": "train_files_4794", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 46795, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4795", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5573}}}], "gold_summary": null, "initial_state": {"accounts": {"at4796": {"id": "at4796", "status": "active", "tier": "enterprise"}, "bt4796": {"id": "bt4796", "status": "active", "tier": "basic"}}}, "instruction": "Add customer account nt4796.", "seed": 46796, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4796"}, {"op": "equals", "path": "accounts.nt4796.status", "value": "active"}], "task_id": "train_crud_4796", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4797", "text": "latency incident 3 root cause and mitigation timeline", "title": "Latency Incident Brief 4797"}, {"id": "xt4797", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4797"}]}, "instruction": "Find relevant docs for 'latency incident 3'.", "seed": 46797, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4797", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_3.txt": "seed 4798"}}, "instruction": "Create file /notes/status_train_4798.txt with content 'entry-train-4798-270'.", "seed": 46798, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_train_4798.txt"}, {"key": "/notes/status_train_4798.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4798-270"}], "task_id": "train_files_4798", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 46799, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4799", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4800": {"id": "at4800", "status": "active", "tier": "premium"}, "bt4800": {"id": "bt4800", "status": "active", "tier": "premium"}}}, "instruction": "Deactivate user account at4800; use reason duplicate_account.", "seed": 46800, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4800.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4800.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_4800", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4801", "text": "billing incident 7 root cause and mitigation timeline", "title": "Billing Incident Brief 4801"}, {"id": "xt4801", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4801"}]}, "instruction": "Find relevant docs for 'billing incident 7'.", "seed": 46801, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4801", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5579}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_0.txt": "seed 4802"}}, "instruction": "Create file /snapshots/rollup_train_4802.txt with content 'entry-train-4802-265'.", "seed": 46802, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_4802.txt"}, {"key": "/snapshots/rollup_train_4802.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4802-265"}], "task_id": "train_files_4802", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4804": {"id": "at4804", "status": "active", "tier": "premium"}, "bt4804": {"id": "bt4804", "status": "active", "tier": "premium"}}}, "instruction": "Patch account at4804 with tier=plus.", "seed": 46804, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4804.tier", "value": "plus"}], "task_id": "train_crud_4804", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4805", "text": "onboarding incident 11 root cause and mitigation timeline", "title": "Onboarding Incident Brief 4805"}, {"id": "xt4805", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4805"}]}, "instruction": "Search docs for 'onboarding incident 11' and inspect top results.", "seed": 46805, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4805", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_4.txt": "seed 4806"}}, "instruction": "Write 'entry-train-4806-549' to /snapshots/delta_train_4806.log.", "seed": 46806, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/delta_train_4806.log"}, {"key": "/snapshots/delta_train_4806.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4806-549"}], "task_id": "train_files_4806", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 46807, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4807", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5585}}}], "gold_summary": null, "initial_state": {"accounts": {"at4808": {"id": "at4808", "status": "active", "tier": "basic"}, "bt4808": {"id": "bt4808", "status": "active", "tier": "basic"}}}, "instruction": "Register account nt4808 with active status.", "seed": 46808, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4808"}, {"op": "equals", "path": "accounts.nt4808.status", "value": "active"}], "task_id": "train_crud_4808", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4809", "text": "security incident 15 root cause and mitigation timeline", "title": "Security Incident Brief 4809"}, {"id": "xt4809", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4809"}]}, "instruction": "Run document search with query 'security incident 15'.", "seed": 46809, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4809", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 4810"}}, "instruction": "Write 'entry-train-4810-215' to /notes/rollup_train_4810.log.", "seed": 46810, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_4810.log"}, {"key": "/notes/rollup_train_4810.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4810-215"}], "task_id": "train_files_4810", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 46811, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4811", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4812": {"id": "at4812", "status": "active", "tier": "plus"}, "bt4812": {"id": "bt4812", "status": "active", "tier": "plus"}}}, "instruction": "Archive account at4812 by closing it with reason user_request.", "seed": 46812, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4812.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4812.closed_reason", "value": "user_request"}], "task_id": "train_crud_4812", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4813", "text": "billing incident 2 root cause and mitigation timeline", "title": "Billing Incident Brief 4813"}, {"id": "xt4813", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4813"}]}, "instruction": "Run document search with query 'billing incident 2'.", "seed": 46813, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4813", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5591}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_5.txt": "seed 4814"}}, "instruction": "Write 'entry-train-4814-292' to /snapshots/summary_train_4814.log.", "seed": 46814, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/summary_train_4814.log"}, {"key": "/snapshots/summary_train_4814.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4814-292"}], "task_id": "train_files_4814", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 46815, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4815", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4816": {"id": "at4816", "status": "active", "tier": "enterprise"}, "bt4816": {"id": "bt4816", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at4816 with tier=premium.", "seed": 46816, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4816.tier", "value": "premium"}], "task_id": "train_crud_4816", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4817", "text": "latency incident 6 root cause and mitigation timeline", "title": "Latency Incident Brief 4817"}, {"id": "xt4817", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4817"}]}, "instruction": "Find relevant docs for 'latency incident 6'.", "seed": 46817, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4817", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_2.txt": "seed 4818"}}, "instruction": "Write 'entry-train-4818-289' to /exports/delta_train_4818.md.", "seed": 46818, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_train_4818.md"}, {"key": "/exports/delta_train_4818.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4818-289"}], "task_id": "train_files_4818", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5597}}}], "gold_summary": null, "initial_state": {"accounts": {"at4820": {"id": "at4820", "status": "active", "tier": "plus"}, "bt4820": {"id": "bt4820", "status": "active", "tier": "premium"}}}, "instruction": "Register account nt4820 with active status.", "seed": 46820, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4820"}, {"op": "equals", "path": "accounts.nt4820.status", "value": "active"}], "task_id": "train_crud_4820", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4821", "text": "security incident 10 root cause and mitigation timeline", "title": "Security Incident Brief 4821"}, {"id": "xt4821", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4821"}]}, "instruction": "Find relevant docs for 'security incident 10'.", "seed": 46821, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4821", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_6.txt": "seed 4822"}}, "instruction": "Write 'entry-train-4822-428' to /reports/delta_train_4822.log.", "seed": 46822, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/delta_train_4822.log"}, {"key": "/reports/delta_train_4822.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4822-428"}], "task_id": "train_files_4822", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 46823, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4823", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4824": {"id": "at4824", "status": "active", "tier": "basic"}, "bt4824": {"id": "bt4824", "status": "active", "tier": "plus"}}}, "instruction": "Archive account at4824 by closing it with reason risk_review.", "seed": 46824, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4824.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4824.closed_reason", "value": "risk_review"}], "task_id": "train_crud_4824", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4825", "text": "onboarding incident 14 root cause and mitigation timeline", "title": "Onboarding Incident Brief 4825"}, {"id": "xt4825", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4825"}]}, "instruction": "Find relevant docs for 'onboarding incident 14'.", "seed": 46825, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4825", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5603}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_3.txt": "seed 4826"}}, "instruction": "Create file /reports/summary_train_4826.md with content 'entry-train-4826-303'.", "seed": 46826, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_4826.md"}, {"key": "/reports/summary_train_4826.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4826-303"}], "task_id": "train_files_4826", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 46827, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4827", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4828": {"id": "at4828", "status": "active", "tier": "plus"}, "bt4828": {"id": "bt4828", "status": "active", "tier": "enterprise"}}}, "instruction": "Set the subscription tier for at4828 to basic.", "seed": 46828, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4828.tier", "value": "basic"}], "task_id": "train_crud_4828", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4829", "text": "security incident 1 root cause and mitigation timeline", "title": "Security Incident Brief 4829"}, {"id": "xt4829", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4829"}]}, "instruction": "Run document search with query 'security incident 1'.", "seed": 46829, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4829", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_0.txt": "seed 4830"}}, "instruction": "Create file /reports/delta_train_4830.txt with content 'entry-train-4830-248'.", "seed": 46830, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/delta_train_4830.txt"}, {"key": "/reports/delta_train_4830.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4830-248"}], "task_id": "train_files_4830", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 46831, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4831", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5609}}}], "gold_summary": null, "initial_state": {"accounts": {"at4832": {"id": "at4832", "status": "active", "tier": "plus"}, "bt4832": {"id": "bt4832", "status": "active", "tier": "basic"}}}, "instruction": "Add customer account nt4832.", "seed": 46832, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4832"}, {"op": "equals", "path": "accounts.nt4832.status", "value": "active"}], "task_id": "train_crud_4832", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4833", "text": "retention incident 5 root cause and mitigation timeline", "title": "Retention Incident Brief 4833"}, {"id": "xt4833", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4833"}]}, "instruction": "Run document search with query 'retention incident 5'.", "seed": 46833, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4833", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_4.txt": "seed 4834"}}, "instruction": "Store the text 'entry-train-4834-217' at /snapshots/status_train_4834.txt.", "seed": 46834, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_4834.txt"}, {"key": "/snapshots/status_train_4834.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4834-217"}], "task_id": "train_files_4834", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 46835, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4835", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4836": {"id": "at4836", "status": "active", "tier": "basic"}, "bt4836": {"id": "bt4836", "status": "active", "tier": "plus"}}}, "instruction": "Close account at4836 and mark the reason as user_request.", "seed": 46836, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4836.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4836.closed_reason", "value": "user_request"}], "task_id": "train_crud_4836", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4837", "text": "onboarding incident 9 root cause and mitigation timeline", "title": "Onboarding Incident Brief 4837"}, {"id": "xt4837", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4837"}]}, "instruction": "Run document search with query 'onboarding incident 9'.", "seed": 46837, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4837", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5615}}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_1.txt": "seed 4838"}}, "instruction": "Store the text 'entry-train-4838-860' at /drafts/runbook_train_4838.log.", "seed": 46838, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_train_4838.log"}, {"key": "/drafts/runbook_train_4838.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4838-860"}], "task_id": "train_files_4838", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 46839, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4839", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4840": {"id": "at4840", "status": "active", "tier": "plus"}, "bt4840": {"id": "bt4840", "status": "active", "tier": "premium"}}}, "instruction": "Patch account at4840 with tier=basic.", "seed": 46840, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4840.tier", "value": "basic"}], "task_id": "train_crud_4840", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4841", "text": "compliance incident 13 root cause and mitigation timeline", "title": "Compliance Incident Brief 4841"}, {"id": "xt4841", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4841"}]}, "instruction": "Run document search with query 'compliance incident 13'.", "seed": 46841, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4841", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_5.txt": "seed 4842"}}, "instruction": "Write 'entry-train-4842-776' to /drafts/delta_train_4842.txt.", "seed": 46842, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_train_4842.txt"}, {"key": "/drafts/delta_train_4842.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4842-776"}], "task_id": "train_files_4842", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 46843, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4843", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5621}}}], "gold_summary": null, "initial_state": {"accounts": {"at4844": {"id": "at4844", "status": "active", "tier": "plus"}, "bt4844": {"id": "bt4844", "status": "active", "tier": "plus"}}}, "instruction": "Create a new account with id nt4844.", "seed": 46844, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4844"}, {"op": "equals", "path": "accounts.nt4844.status", "value": "active"}], "task_id": "train_crud_4844", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4845", "text": "billing incident 0 root cause and mitigation timeline", "title": "Billing Incident Brief 4845"}, {"id": "xt4845", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4845"}]}, "instruction": "Search docs for 'billing incident 0' and inspect top results.", "seed": 46845, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4845", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_2.txt": "seed 4846"}}, "instruction": "Write 'entry-train-4846-637' to /notes/rollup_train_4846.log.", "seed": 46846, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_train_4846.log"}, {"key": "/notes/rollup_train_4846.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4846-637"}], "task_id": "train_files_4846", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 46847, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4847", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4848": {"id": "at4848", "status": "active", "tier": "plus"}, "bt4848": {"id": "bt4848", "status": "active", "tier": "premium"}}}, "instruction": "Close account at4848 and mark the reason as compliance.", "seed": 46848, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4848.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4848.closed_reason", "value": "compliance"}], "task_id": "train_crud_4848", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4849", "text": "billing incident 4 root cause and mitigation timeline", "title": "Billing Incident Brief 4849"}, {"id": "xt4849", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4849"}]}, "instruction": "Search docs for 'billing incident 4' and inspect top results.", "seed": 46849, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4849", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5627}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_6.txt": "seed 4850"}}, "instruction": "Write 'entry-train-4850-489' to /exports/runbook_train_4850.log.", "seed": 46850, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_4850.log"}, {"key": "/exports/runbook_train_4850.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4850-489"}], "task_id": "train_files_4850", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 46851, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4851", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4852": {"id": "at4852", "status": "active", "tier": "premium"}, "bt4852": {"id": "bt4852", "status": "active", "tier": "enterprise"}}}, "instruction": "Update account at4852 so tier is basic.", "seed": 46852, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4852.tier", "value": "basic"}], "task_id": "train_crud_4852", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4853", "text": "security incident 8 root cause and mitigation timeline", "title": "Security Incident Brief 4853"}, {"id": "xt4853", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4853"}]}, "instruction": "Search docs for 'security incident 8' and inspect top results.", "seed": 46853, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4853", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_3.txt": "seed 4854"}}, "instruction": "Create file /drafts/runbook_train_4854.txt with content 'entry-train-4854-534'.", "seed": 46854, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_train_4854.txt"}, {"key": "/drafts/runbook_train_4854.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4854-534"}], "task_id": "train_files_4854", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 46855, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4855", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5633}}}], "gold_summary": null, "initial_state": {"accounts": {"at4856": {"id": "at4856", "status": "active", "tier": "enterprise"}, "bt4856": {"id": "bt4856", "status": "active", "tier": "plus"}}}, "instruction": "Create a new account with id nt4856.", "seed": 46856, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4856"}, {"op": "equals", "path": "accounts.nt4856.status", "value": "active"}], "task_id": "train_crud_4856", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4857", "text": "billing incident 12 root cause and mitigation timeline", "title": "Billing Incident Brief 4857"}, {"id": "xt4857", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4857"}]}, "instruction": "Search docs for 'billing incident 12' and inspect top results.", "seed": 46857, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4857", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_0.txt": "seed 4858"}}, "instruction": "Write 'entry-train-4858-593' to /drafts/summary_train_4858.txt.", "seed": 46858, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_4858.txt"}, {"key": "/drafts/summary_train_4858.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4858-593"}], "task_id": "train_files_4858", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 46859, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4859", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4860": {"id": "at4860", "status": "active", "tier": "enterprise"}, "bt4860": {"id": "bt4860", "status": "active", "tier": "enterprise"}}}, "instruction": "Close account at4860 and mark the reason as duplicate_account.", "seed": 46860, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4860.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4860.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_4860", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4861", "text": "security incident 16 root cause and mitigation timeline", "title": "Security Incident Brief 4861"}, {"id": "xt4861", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4861"}]}, "instruction": "Find relevant docs for 'security incident 16'.", "seed": 46861, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4861", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5639}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_4.txt": "seed 4862"}}, "instruction": "Write 'entry-train-4862-838' to /reports/rollup_train_4862.log.", "seed": 46862, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_train_4862.log"}, {"key": "/reports/rollup_train_4862.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4862-838"}], "task_id": "train_files_4862", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 46863, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4863", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4864": {"id": "at4864", "status": "active", "tier": "enterprise"}, "bt4864": {"id": "bt4864", "status": "active", "tier": "plus"}}}, "instruction": "Update account at4864 so tier is basic.", "seed": 46864, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4864.tier", "value": "basic"}], "task_id": "train_crud_4864", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4865", "text": "onboarding incident 3 root cause and mitigation timeline", "title": "Onboarding Incident Brief 4865"}, {"id": "xt4865", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4865"}]}, "instruction": "Run document search with query 'onboarding incident 3'.", "seed": 46865, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4865", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_1.txt": "seed 4866"}}, "instruction": "Store the text 'entry-train-4866-947' at /exports/runbook_train_4866.txt.", "seed": 46866, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_train_4866.txt"}, {"key": "/exports/runbook_train_4866.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4866-947"}], "task_id": "train_files_4866", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 46867, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4867", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5645}}}], "gold_summary": null, "initial_state": {"accounts": {"at4868": {"id": "at4868", "status": "active", "tier": "plus"}, "bt4868": {"id": "bt4868", "status": "active", "tier": "basic"}}}, "instruction": "Create a new account with id nt4868.", "seed": 46868, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4868"}, {"op": "equals", "path": "accounts.nt4868.status", "value": "active"}], "task_id": "train_crud_4868", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4869", "text": "onboarding incident 7 root cause and mitigation timeline", "title": "Onboarding Incident Brief 4869"}, {"id": "xt4869", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4869"}]}, "instruction": "Run document search with query 'onboarding incident 7'.", "seed": 46869, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4869", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_5.txt": "seed 4870"}}, "instruction": "Create file /snapshots/delta_train_4870.log with content 'entry-train-4870-562'.", "seed": 46870, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/delta_train_4870.log"}, {"key": "/snapshots/delta_train_4870.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4870-562"}], "task_id": "train_files_4870", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 46871, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4871", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4872": {"id": "at4872", "status": "active", "tier": "enterprise"}, "bt4872": {"id": "bt4872", "status": "active", "tier": "premium"}}}, "instruction": "Deactivate user account at4872; use reason duplicate_account.", "seed": 46872, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4872.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4872.closed_reason", "value": "duplicate_account"}], "task_id": "train_crud_4872", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4873", "text": "compliance incident 11 root cause and mitigation timeline", "title": "Compliance Incident Brief 4873"}, {"id": "xt4873", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4873"}]}, "instruction": "Search docs for 'compliance incident 11' and inspect top results.", "seed": 46873, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4873", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5651}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_2.txt": "seed 4874"}}, "instruction": "Create file /exports/rollup_train_4874.txt with content 'entry-train-4874-240'.", "seed": 46874, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_4874.txt"}, {"key": "/exports/rollup_train_4874.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4874-240"}], "task_id": "train_files_4874", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 46875, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4875", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4876": {"id": "at4876", "status": "active", "tier": "basic"}, "bt4876": {"id": "bt4876", "status": "active", "tier": "basic"}}}, "instruction": "Update account at4876 so tier is enterprise.", "seed": 46876, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4876.tier", "value": "enterprise"}], "task_id": "train_crud_4876", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4877", "text": "billing incident 15 root cause and mitigation timeline", "title": "Billing Incident Brief 4877"}, {"id": "xt4877", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4877"}]}, "instruction": "Search docs for 'billing incident 15' and inspect top results.", "seed": 46877, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4877", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_6.txt": "seed 4878"}}, "instruction": "Create file /snapshots/delta_train_4878.txt with content 'entry-train-4878-202'.", "seed": 46878, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/delta_train_4878.txt"}, {"key": "/snapshots/delta_train_4878.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4878-202"}], "task_id": "train_files_4878", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 46879, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4879", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5657}}}], "gold_summary": null, "initial_state": {"accounts": {"at4880": {"id": "at4880", "status": "active", "tier": "plus"}, "bt4880": {"id": "bt4880", "status": "active", "tier": "basic"}}}, "instruction": "Add customer account nt4880.", "seed": 46880, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4880"}, {"op": "equals", "path": "accounts.nt4880.status", "value": "active"}], "task_id": "train_crud_4880", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4881", "text": "billing incident 2 root cause and mitigation timeline", "title": "Billing Incident Brief 4881"}, {"id": "xt4881", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4881"}]}, "instruction": "Search docs for 'billing incident 2' and inspect top results.", "seed": 46881, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4881", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 4882"}}, "instruction": "Store the text 'entry-train-4882-251' at /exports/rollup_train_4882.txt.", "seed": 46882, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_4882.txt"}, {"key": "/exports/rollup_train_4882.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4882-251"}], "task_id": "train_files_4882", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 46883, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4883", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4884": {"id": "at4884", "status": "active", "tier": "basic"}, "bt4884": {"id": "bt4884", "status": "active", "tier": "basic"}}}, "instruction": "Deactivate user account at4884; use reason compliance.", "seed": 46884, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4884.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4884.closed_reason", "value": "compliance"}], "task_id": "train_crud_4884", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4885", "text": "billing incident 6 root cause and mitigation timeline", "title": "Billing Incident Brief 4885"}, {"id": "xt4885", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4885"}]}, "instruction": "Search docs for 'billing incident 6' and inspect top results.", "seed": 46885, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4885", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5663}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_0.txt": "seed 4886"}}, "instruction": "Write 'entry-train-4886-181' to /snapshots/status_train_4886.md.", "seed": 46886, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_train_4886.md"}, {"key": "/snapshots/status_train_4886.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4886-181"}], "task_id": "train_files_4886", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 46887, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4887", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4888": {"id": "at4888", "status": "active", "tier": "enterprise"}, "bt4888": {"id": "bt4888", "status": "active", "tier": "plus"}}}, "instruction": "Set the subscription tier for at4888 to plus.", "seed": 46888, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4888.tier", "value": "plus"}], "task_id": "train_crud_4888", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4889", "text": "billing incident 10 root cause and mitigation timeline", "title": "Billing Incident Brief 4889"}, {"id": "xt4889", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4889"}]}, "instruction": "Search docs for 'billing incident 10' and inspect top results.", "seed": 46889, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4889", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_4.txt": "seed 4890"}}, "instruction": "Create file /reports/delta_train_4890.md with content 'entry-train-4890-286'.", "seed": 46890, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/delta_train_4890.md"}, {"key": "/reports/delta_train_4890.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4890-286"}], "task_id": "train_files_4890", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 46891, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4891", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5669}}}], "gold_summary": null, "initial_state": {"accounts": {"at4892": {"id": "at4892", "status": "active", "tier": "enterprise"}, "bt4892": {"id": "bt4892", "status": "active", "tier": "enterprise"}}}, "instruction": "Add customer account nt4892.", "seed": 46892, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4892"}, {"op": "equals", "path": "accounts.nt4892.status", "value": "active"}], "task_id": "train_crud_4892", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4893", "text": "latency incident 14 root cause and mitigation timeline", "title": "Latency Incident Brief 4893"}, {"id": "xt4893", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4893"}]}, "instruction": "Search docs for 'latency incident 14' and inspect top results.", "seed": 46893, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4893", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_1.txt": "seed 4894"}}, "instruction": "Create file /drafts/summary_train_4894.log with content 'entry-train-4894-105'.", "seed": 46894, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_4894.log"}, {"key": "/drafts/summary_train_4894.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4894-105"}], "task_id": "train_files_4894", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 46895, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4895", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4896": {"id": "at4896", "status": "active", "tier": "enterprise"}, "bt4896": {"id": "bt4896", "status": "active", "tier": "enterprise"}}}, "instruction": "Deactivate user account at4896; use reason compliance.", "seed": 46896, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4896.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4896.closed_reason", "value": "compliance"}], "task_id": "train_crud_4896", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4897", "text": "security incident 1 root cause and mitigation timeline", "title": "Security Incident Brief 4897"}, {"id": "xt4897", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4897"}]}, "instruction": "Run document search with query 'security incident 1'.", "seed": 46897, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4897", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5675}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_5.txt": "seed 4898"}}, "instruction": "Write 'entry-train-4898-346' to /notes/summary_train_4898.log.", "seed": 46898, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_4898.log"}, {"key": "/notes/summary_train_4898.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4898-346"}], "task_id": "train_files_4898", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 46899, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4899", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4900": {"id": "at4900", "status": "active", "tier": "premium"}, "bt4900": {"id": "bt4900", "status": "active", "tier": "enterprise"}}}, "instruction": "Set the subscription tier for at4900 to plus.", "seed": 46900, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4900.tier", "value": "plus"}], "task_id": "train_crud_4900", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4901", "text": "latency incident 5 root cause and mitigation timeline", "title": "Latency Incident Brief 4901"}, {"id": "xt4901", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4901"}]}, "instruction": "Find relevant docs for 'latency incident 5'.", "seed": 46901, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4901", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_2.txt": "seed 4902"}}, "instruction": "Write 'entry-train-4902-914' to /notes/summary_train_4902.txt.", "seed": 46902, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_train_4902.txt"}, {"key": "/notes/summary_train_4902.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4902-914"}], "task_id": "train_files_4902", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 46903, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4903", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5681}}}], "gold_summary": null, "initial_state": {"accounts": {"at4904": {"id": "at4904", "status": "active", "tier": "enterprise"}, "bt4904": {"id": "bt4904", "status": "active", "tier": "premium"}}}, "instruction": "Create a new account with id nt4904.", "seed": 46904, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4904"}, {"op": "equals", "path": "accounts.nt4904.status", "value": "active"}], "task_id": "train_crud_4904", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4905", "text": "billing incident 9 root cause and mitigation timeline", "title": "Billing Incident Brief 4905"}, {"id": "xt4905", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4905"}]}, "instruction": "Find relevant docs for 'billing incident 9'.", "seed": 46905, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4905", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_6.txt": "seed 4906"}}, "instruction": "Store the text 'entry-train-4906-169' at /drafts/delta_train_4906.log.", "seed": 46906, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_train_4906.log"}, {"key": "/drafts/delta_train_4906.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4906-169"}], "task_id": "train_files_4906", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 46907, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4907", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4908": {"id": "at4908", "status": "active", "tier": "basic"}, "bt4908": {"id": "bt4908", "status": "active", "tier": "plus"}}}, "instruction": "Deactivate user account at4908; use reason user_request.", "seed": 46908, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4908.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4908.closed_reason", "value": "user_request"}], "task_id": "train_crud_4908", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4909", "text": "onboarding incident 13 root cause and mitigation timeline", "title": "Onboarding Incident Brief 4909"}, {"id": "xt4909", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4909"}]}, "instruction": "Find relevant docs for 'onboarding incident 13'.", "seed": 46909, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4909", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5687}}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_3.txt": "seed 4910"}}, "instruction": "Store the text 'entry-train-4910-762' at /reports/delta_train_4910.md.", "seed": 46910, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/delta_train_4910.md"}, {"key": "/reports/delta_train_4910.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4910-762"}], "task_id": "train_files_4910", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 46911, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4911", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4912": {"id": "at4912", "status": "active", "tier": "enterprise"}, "bt4912": {"id": "bt4912", "status": "active", "tier": "plus"}}}, "instruction": "Patch account at4912 with tier=premium.", "seed": 46912, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4912.tier", "value": "premium"}], "task_id": "train_crud_4912", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4913", "text": "security incident 0 root cause and mitigation timeline", "title": "Security Incident Brief 4913"}, {"id": "xt4913", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4913"}]}, "instruction": "Find relevant docs for 'security incident 0'.", "seed": 46913, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4913", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_0.txt": "seed 4914"}}, "instruction": "Store the text 'entry-train-4914-491' at /snapshots/summary_train_4914.md.", "seed": 46914, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/summary_train_4914.md"}, {"key": "/snapshots/summary_train_4914.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4914-491"}], "task_id": "train_files_4914", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 46915, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4915", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5693}}}], "gold_summary": null, "initial_state": {"accounts": {"at4916": {"id": "at4916", "status": "active", "tier": "enterprise"}, "bt4916": {"id": "bt4916", "status": "active", "tier": "plus"}}}, "instruction": "Create a new account with id nt4916.", "seed": 46916, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4916"}, {"op": "equals", "path": "accounts.nt4916.status", "value": "active"}], "task_id": "train_crud_4916", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4917", "text": "compliance incident 4 root cause and mitigation timeline", "title": "Compliance Incident Brief 4917"}, {"id": "xt4917", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4917"}]}, "instruction": "Search docs for 'compliance incident 4' and inspect top results.", "seed": 46917, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4917", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_4.txt": "seed 4918"}}, "instruction": "Write 'entry-train-4918-372' to /snapshots/rollup_train_4918.log.", "seed": 46918, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_train_4918.log"}, {"key": "/snapshots/rollup_train_4918.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4918-372"}], "task_id": "train_files_4918", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 46919, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4919", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4920": {"id": "at4920", "status": "active", "tier": "plus"}, "bt4920": {"id": "bt4920", "status": "active", "tier": "premium"}}}, "instruction": "Archive account at4920 by closing it with reason user_request.", "seed": 46920, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4920.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4920.closed_reason", "value": "user_request"}], "task_id": "train_crud_4920", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4921", "text": "compliance incident 8 root cause and mitigation timeline", "title": "Compliance Incident Brief 4921"}, {"id": "xt4921", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4921"}]}, "instruction": "Search docs for 'compliance incident 8' and inspect top results.", "seed": 46921, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4921", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5699}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_1.txt": "seed 4922"}}, "instruction": "Store the text 'entry-train-4922-968' at /exports/status_train_4922.md.", "seed": 46922, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_4922.md"}, {"key": "/exports/status_train_4922.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4922-968"}], "task_id": "train_files_4922", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 46923, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4923", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4924": {"id": "at4924", "status": "active", "tier": "basic"}, "bt4924": {"id": "bt4924", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at4924 with tier=enterprise.", "seed": 46924, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4924.tier", "value": "enterprise"}], "task_id": "train_crud_4924", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4925", "text": "billing incident 12 root cause and mitigation timeline", "title": "Billing Incident Brief 4925"}, {"id": "xt4925", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4925"}]}, "instruction": "Run document search with query 'billing incident 12'.", "seed": 46925, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4925", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_5.txt": "seed 4926"}}, "instruction": "Store the text 'entry-train-4926-781' at /reports/status_train_4926.log.", "seed": 46926, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/status_train_4926.log"}, {"key": "/reports/status_train_4926.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4926-781"}], "task_id": "train_files_4926", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 46927, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4927", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5705}}}], "gold_summary": null, "initial_state": {"accounts": {"at4928": {"id": "at4928", "status": "active", "tier": "basic"}, "bt4928": {"id": "bt4928", "status": "active", "tier": "premium"}}}, "instruction": "Add customer account nt4928.", "seed": 46928, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4928"}, {"op": "equals", "path": "accounts.nt4928.status", "value": "active"}], "task_id": "train_crud_4928", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4929", "text": "retention incident 16 root cause and mitigation timeline", "title": "Retention Incident Brief 4929"}, {"id": "xt4929", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4929"}]}, "instruction": "Find relevant docs for 'retention incident 16'.", "seed": 46929, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4929", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_2.txt": "seed 4930"}}, "instruction": "Store the text 'entry-train-4930-898' at /notes/delta_train_4930.log.", "seed": 46930, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_train_4930.log"}, {"key": "/notes/delta_train_4930.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4930-898"}], "task_id": "train_files_4930", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 46931, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4931", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4932": {"id": "at4932", "status": "active", "tier": "basic"}, "bt4932": {"id": "bt4932", "status": "active", "tier": "premium"}}}, "instruction": "Close account at4932 and mark the reason as user_request.", "seed": 46932, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4932.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4932.closed_reason", "value": "user_request"}], "task_id": "train_crud_4932", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4933", "text": "onboarding incident 3 root cause and mitigation timeline", "title": "Onboarding Incident Brief 4933"}, {"id": "xt4933", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4933"}]}, "instruction": "Run document search with query 'onboarding incident 3'.", "seed": 46933, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4933", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5711}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_6.txt": "seed 4934"}}, "instruction": "Write 'entry-train-4934-264' to /exports/delta_train_4934.txt.", "seed": 46934, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_train_4934.txt"}, {"key": "/exports/delta_train_4934.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4934-264"}], "task_id": "train_files_4934", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 46935, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4935", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4936": {"id": "at4936", "status": "active", "tier": "plus"}, "bt4936": {"id": "bt4936", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at4936 with tier=enterprise.", "seed": 46936, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4936.tier", "value": "enterprise"}], "task_id": "train_crud_4936", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4937", "text": "compliance incident 7 root cause and mitigation timeline", "title": "Compliance Incident Brief 4937"}, {"id": "xt4937", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4937"}]}, "instruction": "Find relevant docs for 'compliance incident 7'.", "seed": 46937, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4937", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 46939, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4939", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5717}}}], "gold_summary": null, "initial_state": {"accounts": {"at4940": {"id": "at4940", "status": "active", "tier": "enterprise"}, "bt4940": {"id": "bt4940", "status": "active", "tier": "basic"}}}, "instruction": "Create a new account with id nt4940.", "seed": 46940, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4940"}, {"op": "equals", "path": "accounts.nt4940.status", "value": "active"}], "task_id": "train_crud_4940", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4941", "text": "security incident 11 root cause and mitigation timeline", "title": "Security Incident Brief 4941"}, {"id": "xt4941", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4941"}]}, "instruction": "Find relevant docs for 'security incident 11'.", "seed": 46941, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4941", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_0.txt": "seed 4942"}}, "instruction": "Write 'entry-train-4942-512' to /reports/runbook_train_4942.log.", "seed": 46942, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_train_4942.log"}, {"key": "/reports/runbook_train_4942.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4942-512"}], "task_id": "train_files_4942", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 46943, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4943", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4944": {"id": "at4944", "status": "active", "tier": "premium"}, "bt4944": {"id": "bt4944", "status": "active", "tier": "enterprise"}}}, "instruction": "Deactivate user account at4944; use reason risk_review.", "seed": 46944, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4944.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4944.closed_reason", "value": "risk_review"}], "task_id": "train_crud_4944", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4945", "text": "retention incident 15 root cause and mitigation timeline", "title": "Retention Incident Brief 4945"}, {"id": "xt4945", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4945"}]}, "instruction": "Find relevant docs for 'retention incident 15'.", "seed": 46945, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4945", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5723}}}], "gold_summary": null, "initial_state": {"files": {"/snapshots/README.md": "team workspace", "/snapshots/seed_4.txt": "seed 4946"}}, "instruction": "Store the text 'entry-train-4946-144' at /snapshots/summary_train_4946.md.", "seed": 46946, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/summary_train_4946.md"}, {"key": "/snapshots/summary_train_4946.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4946-144"}], "task_id": "train_files_4946", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 46947, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4947", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4948": {"id": "at4948", "status": "active", "tier": "basic"}, "bt4948": {"id": "bt4948", "status": "active", "tier": "enterprise"}}}, "instruction": "Update account at4948 so tier is enterprise.", "seed": 46948, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4948.tier", "value": "enterprise"}], "task_id": "train_crud_4948", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4949", "text": "compliance incident 2 root cause and mitigation timeline", "title": "Compliance Incident Brief 4949"}, {"id": "xt4949", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4949"}]}, "instruction": "Run document search with query 'compliance incident 2'.", "seed": 46949, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4949", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 4950"}}, "instruction": "Create file /notes/status_train_4950.txt with content 'entry-train-4950-599'.", "seed": 46950, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_train_4950.txt"}, {"key": "/notes/status_train_4950.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4950-599"}], "task_id": "train_files_4950", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 46951, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4951", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5729}}}], "gold_summary": null, "initial_state": {"accounts": {"at4952": {"id": "at4952", "status": "active", "tier": "enterprise"}, "bt4952": {"id": "bt4952", "status": "active", "tier": "basic"}}}, "instruction": "Register account nt4952 with active status.", "seed": 46952, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4952"}, {"op": "equals", "path": "accounts.nt4952.status", "value": "active"}], "task_id": "train_crud_4952", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4953", "text": "onboarding incident 6 root cause and mitigation timeline", "title": "Onboarding Incident Brief 4953"}, {"id": "xt4953", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4953"}]}, "instruction": "Search docs for 'onboarding incident 6' and inspect top results.", "seed": 46953, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4953", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_5.txt": "seed 4954"}}, "instruction": "Store the text 'entry-train-4954-531' at /exports/summary_train_4954.log.", "seed": 46954, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_4954.log"}, {"key": "/exports/summary_train_4954.log", "op": "map_value_equals", "path": "files", "value": "entry-train-4954-531"}], "task_id": "train_files_4954", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 46955, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4955", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4956": {"id": "at4956", "status": "active", "tier": "plus"}, "bt4956": {"id": "bt4956", "status": "active", "tier": "premium"}}}, "instruction": "Close account at4956 and mark the reason as compliance.", "seed": 46956, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4956.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4956.closed_reason", "value": "compliance"}], "task_id": "train_crud_4956", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4957", "text": "latency incident 10 root cause and mitigation timeline", "title": "Latency Incident Brief 4957"}, {"id": "xt4957", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4957"}]}, "instruction": "Find relevant docs for 'latency incident 10'.", "seed": 46957, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4957", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5735}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_2.txt": "seed 4958"}}, "instruction": "Write 'entry-train-4958-554' to /exports/status_train_4958.txt.", "seed": 46958, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_train_4958.txt"}, {"key": "/exports/status_train_4958.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4958-554"}], "task_id": "train_files_4958", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 46959, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4959", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4960": {"id": "at4960", "status": "active", "tier": "enterprise"}, "bt4960": {"id": "bt4960", "status": "active", "tier": "plus"}}}, "instruction": "Set the subscription tier for at4960 to basic.", "seed": 46960, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4960.tier", "value": "basic"}], "task_id": "train_crud_4960", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4961", "text": "retention incident 14 root cause and mitigation timeline", "title": "Retention Incident Brief 4961"}, {"id": "xt4961", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4961"}]}, "instruction": "Run document search with query 'retention incident 14'.", "seed": 46961, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4961", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_6.txt": "seed 4962"}}, "instruction": "Store the text 'entry-train-4962-100' at /notes/delta_train_4962.txt.", "seed": 46962, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_train_4962.txt"}, {"key": "/notes/delta_train_4962.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4962-100"}], "task_id": "train_files_4962", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_3"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 46963, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4963", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 5741}}}], "gold_summary": null, "initial_state": {"accounts": {"at4964": {"id": "at4964", "status": "active", "tier": "enterprise"}, "bt4964": {"id": "bt4964", "status": "active", "tier": "plus"}}}, "instruction": "Add customer account nt4964.", "seed": 46964, "split": "train", "success_criteria": [{"op": "in", "path": "accounts", "value": "nt4964"}, {"op": "equals", "path": "accounts.nt4964.status", "value": "active"}], "task_id": "train_crud_4964", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4965", "text": "billing incident 1 root cause and mitigation timeline", "title": "Billing Incident Brief 4965"}, {"id": "xt4965", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4965"}]}, "instruction": "Search docs for 'billing incident 1' and inspect top results.", "seed": 46965, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4965", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "files", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "write_file"}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 4966"}}, "instruction": "Store the text 'entry-train-4966-254' at /exports/rollup_train_4966.md.", "seed": 46966, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_train_4966.md"}, {"key": "/exports/rollup_train_4966.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4966-254"}], "task_id": "train_files_4966", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_2"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 46967, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4967", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4968": {"id": "at4968", "status": "active", "tier": "basic"}, "bt4968": {"id": "bt4968", "status": "active", "tier": "basic"}}}, "instruction": "Deactivate user account at4968; use reason user_request.", "seed": 46968, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4968.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4968.closed_reason", "value": "user_request"}], "task_id": "train_crud_4968", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4969", "text": "billing incident 5 root cause and mitigation timeline", "title": "Billing Incident Brief 4969"}, {"id": "xt4969", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4969"}]}, "instruction": "Search docs for 'billing incident 5' and inspect top results.", "seed": 46969, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4969", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5747}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_0.txt": "seed 4970"}}, "instruction": "Store the text 'entry-train-4970-777' at /notes/status_train_4970.md.", "seed": 46970, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_train_4970.md"}, {"key": "/notes/status_train_4970.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4970-777"}], "task_id": "train_files_4970", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 46971, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4971", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4972": {"id": "at4972", "status": "active", "tier": "plus"}, "bt4972": {"id": "bt4972", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account at4972 with tier=basic.", "seed": 46972, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4972.tier", "value": "basic"}], "task_id": "train_crud_4972", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4973", "text": "billing incident 9 root cause and mitigation timeline", "title": "Billing Incident Brief 4973"}, {"id": "xt4973", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4973"}]}, "instruction": "Search docs for 'billing incident 9' and inspect top results.", "seed": 46973, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4973", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/drafts/README.md": "team workspace", "/drafts/seed_4.txt": "seed 4974"}}, "instruction": "Store the text 'entry-train-4974-428' at /drafts/summary_train_4974.md.", "seed": 46974, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_train_4974.md"}, {"key": "/drafts/summary_train_4974.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4974-428"}], "task_id": "train_files_4974", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 46975, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4975", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
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{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_1"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 46991, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4991", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"at4992": {"id": "at4992", "status": "active", "tier": "enterprise"}, "bt4992": {"id": "bt4992", "status": "active", "tier": "premium"}}}, "instruction": "Deactivate user account at4992; use reason user_request.", "seed": 46992, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4992.status", "value": "closed"}, {"op": "equals", "path": "accounts.at4992.closed_reason", "value": "user_request"}], "task_id": "train_crud_4992", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4993", "text": "latency incident 12 root cause and mitigation timeline", "title": "Latency Incident Brief 4993"}, {"id": "xt4993", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4993"}]}, "instruction": "Run document search with query 'latency incident 12'.", "seed": 46993, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4993", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 5771}}}], "gold_summary": null, "initial_state": {"files": {"/exports/README.md": "team workspace", "/exports/seed_3.txt": "seed 4994"}}, "instruction": "Store the text 'entry-train-4994-227' at /exports/summary_train_4994.txt.", "seed": 46994, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_train_4994.txt"}, {"key": "/exports/summary_train_4994.txt", "op": "map_value_equals", "path": "files", "value": "entry-train-4994-227"}], "task_id": "train_files_4994", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_0"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 46995, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4995", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "crud", "fault_plan": [{"fault_type": "authz", "payload": {"deny": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"at4996": {"id": "at4996", "status": "active", "tier": "enterprise"}, "bt4996": {"id": "bt4996", "status": "active", "tier": "plus"}}}, "instruction": "Patch account at4996 with tier=plus.", "seed": 46996, "split": "train", "success_criteria": [{"op": "equals", "path": "accounts.at4996.tier", "value": "plus"}], "task_id": "train_crud_4996", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dt4997", "text": "retention incident 16 root cause and mitigation timeline", "title": "Retention Incident Brief 4997"}, {"id": "xt4997", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 4997"}]}, "instruction": "Run document search with query 'retention incident 16'.", "seed": 46997, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "train_retrieval_4997", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "files", "fault_plan": [], "gold_summary": null, "initial_state": {"files": {"/reports/README.md": "team workspace", "/reports/seed_0.txt": "seed 4998"}}, "instruction": "Create file /reports/summary_train_4998.md with content 'entry-train-4998-180'.", "seed": 46998, "split": "train", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_train_4998.md"}, {"key": "/reports/summary_train_4998.md", "op": "map_value_equals", "path": "files", "value": "entry-train-4998-180"}], "task_id": "train_files_4998", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_train_4"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 46999, "split": "train", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "train_scheduling_4999", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}