diff --git "a/dev/tasks.jsonl" "b/dev/tasks.jsonl"
new file mode 100644--- /dev/null
+++ "b/dev/tasks.jsonl"
@@ -0,0 +1,800 @@
+{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"ad0000": {"id": "ad0000", "status": "active", "tier": "enterprise"}, "bd0000": {"id": "bd0000", "status": "active", "tier": "enterprise"}}}, "instruction": "Close account ad0000 and mark the reason as duplicate_account.", "seed": 52000, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0000.status", "value": "closed"}, {"op": "equals", "path": "accounts.ad0000.closed_reason", "value": "duplicate_account"}], "task_id": "dev_crud_0000", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
+{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dd0001", "text": "compliance incident 1 root cause and mitigation timeline", "title": "Compliance Incident Brief 1"}, {"id": "xd0001", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 1"}]}, "instruction": "Search docs for 'compliance incident 1' and inspect top results.", "seed": 52001, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_retrieval_0001", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
+{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 779}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_2.txt": "seed 2"}}, "instruction": "Create file /notes/delta_dev_2.md with content 'entry-dev-2-435'.", "seed": 52002, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_dev_2.md"}, {"key": "/notes/delta_dev_2.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-2-435"}], "task_id": "dev_files_0002", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
+{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_dev_3"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 52003, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_scheduling_0003", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
+{"budget": {"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": {"ad0004": {"id": "ad0004", "status": "active", "tier": "basic"}, "bd0004": {"id": "bd0004", "status": "active", "tier": "basic"}}}, "instruction": "Patch account ad0004 with tier=plus.", "seed": 52004, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0004.tier", "value": "plus"}], "task_id": "dev_crud_0004", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
+{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dd0005", "text": "security incident 5 root cause and mitigation timeline", "title": "Security Incident Brief 5"}, {"id": "xd0005", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 5"}]}, "instruction": "Find relevant docs for 'security incident 5'.", "seed": 52005, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_retrieval_0005", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
+{"budget": {"max_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 6"}}, "instruction": "Create file /notes/runbook_dev_6.txt with content 'entry-dev-6-148'.", "seed": 52006, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_dev_6.txt"}, {"key": "/notes/runbook_dev_6.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-6-148"}], "task_id": "dev_files_0006", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
+{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_dev_2"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 52007, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_scheduling_0007", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
+{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_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": {"ad0008": {"id": "ad0008", "status": "active", "tier": "enterprise"}, "bd0008": {"id": "bd0008", "status": "active", "tier": "enterprise"}}}, "instruction": "Register account nd0008 with active status.", "seed": 52008, "split": "dev", "success_criteria": [{"op": "in", "path": "accounts", "value": "nd0008"}, {"op": "equals", "path": "accounts.nd0008.status", "value": "active"}], "task_id": "dev_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"}
+{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dd0009", "text": "billing incident 9 root cause and mitigation timeline", "title": "Billing Incident Brief 9"}, {"id": "xd0009", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 9"}]}, "instruction": "Run document search with query 'billing incident 9'.", "seed": 52009, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_retrieval_0009", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
+{"budget": {"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 10"}}, "instruction": "Create file /exports/status_dev_10.txt with content 'entry-dev-10-939'.", "seed": 52010, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_dev_10.txt"}, {"key": "/exports/status_dev_10.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-10-939"}], "task_id": "dev_files_0010", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
+{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_dev_1"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 52011, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_scheduling_0011", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
+{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"ad0012": {"id": "ad0012", "status": "active", "tier": "premium"}, "bd0012": {"id": "bd0012", "status": "active", "tier": "basic"}}}, "instruction": "Deactivate user account ad0012; use reason compliance.", "seed": 52012, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0012.status", "value": "closed"}, {"op": "equals", "path": "accounts.ad0012.closed_reason", "value": "compliance"}], "task_id": "dev_crud_0012", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
+{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dd0013", "text": "latency incident 13 root cause and mitigation timeline", "title": "Latency Incident Brief 13"}, {"id": "xd0013", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 13"}]}, "instruction": "Search docs for 'latency incident 13' and inspect top results.", "seed": 52013, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_retrieval_0013", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
+{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "files", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "write_file", "prob": {"p": 0.6, "seed": 791}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_0.txt": "seed 14"}}, "instruction": "Write 'entry-dev-14-535' to /notes/delta_dev_14.txt.", "seed": 52014, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_dev_14.txt"}, {"key": "/notes/delta_dev_14.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-14-535"}], "task_id": "dev_files_0014", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
+{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "scheduling", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"cron": "schedule"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_dev_0"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 52015, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_scheduling_0015", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
+{"budget": {"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": {"ad0016": {"id": "ad0016", "status": "active", "tier": "enterprise"}, "bd0016": {"id": "bd0016", "status": "active", "tier": "plus"}}}, "instruction": "Set the subscription tier for ad0016 to basic.", "seed": 52016, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0016.tier", "value": "basic"}], "task_id": "dev_crud_0016", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
+{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dd0017", "text": "retention incident 0 root cause and mitigation timeline", "title": "Retention Incident Brief 17"}, {"id": "xd0017", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 17"}]}, "instruction": "Search docs for 'retention incident 0' and inspect top results.", "seed": 52017, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_retrieval_0017", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
+{"budget": {"max_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 18"}}, "instruction": "Store the text 'entry-dev-18-442' at /reports/rollup_dev_18.log.", "seed": 52018, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_dev_18.log"}, {"key": "/reports/rollup_dev_18.log", "op": "map_value_equals", "path": "files", "value": "entry-dev-18-442"}], "task_id": "dev_files_0018", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
+{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_dev_4"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 52019, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_scheduling_0019", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "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": {"ad0024": {"id": "ad0024", "status": "active", "tier": "plus"}, "bd0024": {"id": "bd0024", "status": "active", "tier": "basic"}}}, "instruction": "Close account ad0024 and mark the reason as compliance.", "seed": 52024, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0024.status", "value": "closed"}, {"op": "equals", "path": "accounts.ad0024.closed_reason", "value": "compliance"}], "task_id": "dev_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": "dd0025", "text": "billing incident 8 root cause and mitigation timeline", "title": "Billing Incident Brief 25"}, {"id": "xd0025", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 25"}]}, "instruction": "Search docs for 'billing incident 8' and inspect top results.", "seed": 52025, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/exports/README.md": "team workspace", "/exports/seed_5.txt": "seed 26"}}, "instruction": "Store the text 'entry-dev-26-481' at /exports/summary_dev_26.txt.", "seed": 52026, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_dev_26.txt"}, {"key": "/exports/summary_dev_26.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-26-481"}], "task_id": "dev_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"}
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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": "dd0029", "text": "billing incident 12 root cause and mitigation timeline", "title": "Billing Incident Brief 29"}, {"id": "xd0029", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 29"}]}, "instruction": "Find relevant docs for 'billing incident 12'.", "seed": 52029, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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"}
+{"budget": {"max_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 30"}}, "instruction": "Create file /notes/rollup_dev_30.md with content 'entry-dev-30-828'.", "seed": 52030, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_dev_30.md"}, {"key": "/notes/rollup_dev_30.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-30-828"}], "task_id": "dev_files_0030", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
+{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_dev_1"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 52031, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_scheduling_0031", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "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": "dd0033", "text": "billing incident 16 root cause and mitigation timeline", "title": "Billing Incident Brief 33"}, {"id": "xd0033", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 33"}]}, "instruction": "Run document search with query 'billing incident 16'.", "seed": 52033, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_retrieval_0033", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
+{"budget": {"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 34"}}, "instruction": "Write 'entry-dev-34-973' to /drafts/rollup_dev_34.md.", "seed": 52034, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_dev_34.md"}, {"key": "/drafts/rollup_dev_34.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-34-973"}], "task_id": "dev_files_0034", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
+{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_dev_0"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 52035, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_scheduling_0035", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
+{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"ad0036": {"id": "ad0036", "status": "active", "tier": "basic"}, "bd0036": {"id": "bd0036", "status": "active", "tier": "premium"}}}, "instruction": "Archive account ad0036 by closing it with reason risk_review.", "seed": 52036, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0036.status", "value": "closed"}, {"op": "equals", "path": "accounts.ad0036.closed_reason", "value": "risk_review"}], "task_id": "dev_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": "dd0037", "text": "compliance incident 3 root cause and mitigation timeline", "title": "Compliance Incident Brief 37"}, {"id": "xd0037", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 37"}]}, "instruction": "Search docs for 'compliance incident 3' and inspect top results.", "seed": 52037, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/snapshots/README.md": "team workspace", "/snapshots/seed_3.txt": "seed 38"}}, "instruction": "Store the text 'entry-dev-38-702' at /snapshots/runbook_dev_38.log.", "seed": 52038, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/runbook_dev_38.log"}, {"key": "/snapshots/runbook_dev_38.log", "op": "map_value_equals", "path": "files", "value": "entry-dev-38-702"}], "task_id": "dev_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_dev_4"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 52039, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"ad0040": {"id": "ad0040", "status": "active", "tier": "premium"}, "bd0040": {"id": "bd0040", "status": "active", "tier": "plus"}}}, "instruction": "Set the subscription tier for ad0040 to enterprise.", "seed": 52040, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0040.tier", "value": "enterprise"}], "task_id": "dev_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": "dd0041", "text": "onboarding incident 7 root cause and mitigation timeline", "title": "Onboarding Incident Brief 41"}, {"id": "xd0041", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 41"}]}, "instruction": "Run document search with query 'onboarding incident 7'.", "seed": 52041, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/drafts/README.md": "team workspace", "/drafts/seed_0.txt": "seed 42"}}, "instruction": "Store the text 'entry-dev-42-670' at /drafts/summary_dev_42.log.", "seed": 52042, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_dev_42.log"}, {"key": "/drafts/summary_dev_42.log", "op": "map_value_equals", "path": "files", "value": "entry-dev-42-670"}], "task_id": "dev_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_dev_3"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 52043, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0044": {"id": "ad0044", "status": "active", "tier": "premium"}, "bd0044": {"id": "bd0044", "status": "active", "tier": "basic"}}}, "instruction": "Create a new account with id nd0044.", "seed": 52044, "split": "dev", "success_criteria": [{"op": "in", "path": "accounts", "value": "nd0044"}, {"op": "equals", "path": "accounts.nd0044.status", "value": "active"}], "task_id": "dev_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": "dd0045", "text": "retention incident 11 root cause and mitigation timeline", "title": "Retention Incident Brief 45"}, {"id": "xd0045", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 45"}]}, "instruction": "Run document search with query 'retention incident 11'.", "seed": 52045, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": 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 46"}}, "instruction": "Create file /exports/runbook_dev_46.md with content 'entry-dev-46-767'.", "seed": 52046, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_dev_46.md"}, {"key": "/exports/runbook_dev_46.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-46-767"}], "task_id": "dev_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_dev_2"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 52047, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0048": {"id": "ad0048", "status": "active", "tier": "plus"}, "bd0048": {"id": "bd0048", "status": "active", "tier": "plus"}}}, "instruction": "Deactivate user account ad0048; use reason compliance.", "seed": 52048, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0048.status", "value": "closed"}, {"op": "equals", "path": "accounts.ad0048.closed_reason", "value": "compliance"}], "task_id": "dev_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": "dd0049", "text": "onboarding incident 15 root cause and mitigation timeline", "title": "Onboarding Incident Brief 49"}, {"id": "xd0049", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 49"}]}, "instruction": "Find relevant docs for 'onboarding incident 15'.", "seed": 52049, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": "Write 'entry-dev-50-935' to /snapshots/delta_dev_50.log.", "seed": 52050, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/delta_dev_50.log"}, {"key": "/snapshots/delta_dev_50.log", "op": "map_value_equals", "path": "files", "value": "entry-dev-50-935"}], "task_id": "dev_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_dev_1"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 52051, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0052": {"id": "ad0052", "status": "active", "tier": "plus"}, "bd0052": {"id": "bd0052", "status": "active", "tier": "premium"}}}, "instruction": "Patch account ad0052 with tier=enterprise.", "seed": 52052, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0052.tier", "value": "enterprise"}], "task_id": "dev_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": "dd0053", "text": "compliance incident 2 root cause and mitigation timeline", "title": "Compliance Incident Brief 53"}, {"id": "xd0053", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 53"}]}, "instruction": "Search docs for 'compliance incident 2' and inspect top results.", "seed": 52053, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/drafts/README.md": "team workspace", "/drafts/seed_5.txt": "seed 54"}}, "instruction": "Store the text 'entry-dev-54-488' at /drafts/delta_dev_54.log.", "seed": 52054, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_dev_54.log"}, {"key": "/drafts/delta_dev_54.log", "op": "map_value_equals", "path": "files", "value": "entry-dev-54-488"}], "task_id": "dev_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_dev_0"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 52055, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0056": {"id": "ad0056", "status": "active", "tier": "basic"}, "bd0056": {"id": "bd0056", "status": "active", "tier": "basic"}}}, "instruction": "Create a new account with id nd0056.", "seed": 52056, "split": "dev", "success_criteria": [{"op": "in", "path": "accounts", "value": "nd0056"}, {"op": "equals", "path": "accounts.nd0056.status", "value": "active"}], "task_id": "dev_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": "dd0057", "text": "onboarding incident 6 root cause and mitigation timeline", "title": "Onboarding Incident Brief 57"}, {"id": "xd0057", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 57"}]}, "instruction": "Search docs for 'onboarding incident 6' and inspect top results.", "seed": 52057, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/reports/README.md": "team workspace", "/reports/seed_2.txt": "seed 58"}}, "instruction": "Store the text 'entry-dev-58-831' at /reports/runbook_dev_58.md.", "seed": 52058, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_dev_58.md"}, {"key": "/reports/runbook_dev_58.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-58-831"}], "task_id": "dev_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_dev_4"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 52059, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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"}
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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": "dd0061", "text": "security incident 10 root cause and mitigation timeline", "title": "Security Incident Brief 61"}, {"id": "xd0061", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 61"}]}, "instruction": "Search docs for 'security incident 10' and inspect top results.", "seed": 52061, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/exports/README.md": "team workspace", "/exports/seed_6.txt": "seed 62"}}, "instruction": "Store the text 'entry-dev-62-978' at /exports/summary_dev_62.txt.", "seed": 52062, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_dev_62.txt"}, {"key": "/exports/summary_dev_62.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-62-978"}], "task_id": "dev_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"}
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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": {"ad0064": {"id": "ad0064", "status": "active", "tier": "enterprise"}, "bd0064": {"id": "bd0064", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account ad0064 with tier=plus.", "seed": 52064, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0064.tier", "value": "plus"}], "task_id": "dev_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": "dd0065", "text": "onboarding incident 14 root cause and mitigation timeline", "title": "Onboarding Incident Brief 65"}, {"id": "xd0065", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 65"}]}, "instruction": "Run document search with query 'onboarding incident 14'.", "seed": 52065, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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"}
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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": 845}}}], "gold_summary": null, "initial_state": {"accounts": {"ad0068": {"id": "ad0068", "status": "active", "tier": "basic"}, "bd0068": {"id": "bd0068", "status": "active", "tier": "plus"}}}, "instruction": "Add customer account nd0068.", "seed": 52068, "split": "dev", "success_criteria": [{"op": "in", "path": "accounts", "value": "nd0068"}, {"op": "equals", "path": "accounts.nd0068.status", "value": "active"}], "task_id": "dev_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": "dd0069", "text": "latency incident 1 root cause and mitigation timeline", "title": "Latency Incident Brief 69"}, {"id": "xd0069", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 69"}]}, "instruction": "Run document search with query 'latency incident 1'.", "seed": 52069, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": 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 70"}}, "instruction": "Store the text 'entry-dev-70-561' at /notes/delta_dev_70.txt.", "seed": 52070, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_dev_70.txt"}, {"key": "/notes/delta_dev_70.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-70-561"}], "task_id": "dev_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_dev_1"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 52071, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0072": {"id": "ad0072", "status": "active", "tier": "basic"}, "bd0072": {"id": "bd0072", "status": "active", "tier": "enterprise"}}}, "instruction": "Archive account ad0072 by closing it with reason duplicate_account.", "seed": 52072, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0072.status", "value": "closed"}, {"op": "equals", "path": "accounts.ad0072.closed_reason", "value": "duplicate_account"}], "task_id": "dev_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": "dd0073", "text": "retention incident 5 root cause and mitigation timeline", "title": "Retention Incident Brief 73"}, {"id": "xd0073", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 73"}]}, "instruction": "Find relevant docs for 'retention incident 5'.", "seed": 52073, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/notes/README.md": "team workspace", "/notes/seed_4.txt": "seed 74"}}, "instruction": "Store the text 'entry-dev-74-700' at /notes/delta_dev_74.md.", "seed": 52074, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_dev_74.md"}, {"key": "/notes/delta_dev_74.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-74-700"}], "task_id": "dev_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_dev_0"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 52075, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"ad0076": {"id": "ad0076", "status": "active", "tier": "premium"}, "bd0076": {"id": "bd0076", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account ad0076 with tier=plus.", "seed": 52076, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0076.tier", "value": "plus"}], "task_id": "dev_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": "dd0077", "text": "compliance incident 9 root cause and mitigation timeline", "title": "Compliance Incident Brief 77"}, {"id": "xd0077", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 77"}]}, "instruction": "Run document search with query 'compliance incident 9'.", "seed": 52077, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/snapshots/README.md": "team workspace", "/snapshots/seed_1.txt": "seed 78"}}, "instruction": "Write 'entry-dev-78-485' to /snapshots/status_dev_78.md.", "seed": 52078, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_dev_78.md"}, {"key": "/snapshots/status_dev_78.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-78-485"}], "task_id": "dev_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_dev_4"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 52079, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0080": {"id": "ad0080", "status": "active", "tier": "enterprise"}, "bd0080": {"id": "bd0080", "status": "active", "tier": "premium"}}}, "instruction": "Create a new account with id nd0080.", "seed": 52080, "split": "dev", "success_criteria": [{"op": "in", "path": "accounts", "value": "nd0080"}, {"op": "equals", "path": "accounts.nd0080.status", "value": "active"}], "task_id": "dev_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": "dd0081", "text": "latency incident 13 root cause and mitigation timeline", "title": "Latency Incident Brief 81"}, {"id": "xd0081", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 81"}]}, "instruction": "Search docs for 'latency incident 13' and inspect top results.", "seed": 52081, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": "Write 'entry-dev-82-560' to /notes/status_dev_82.log.", "seed": 52082, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_dev_82.log"}, {"key": "/notes/status_dev_82.log", "op": "map_value_equals", "path": "files", "value": "entry-dev-82-560"}], "task_id": "dev_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_dev_3"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 52083, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0084": {"id": "ad0084", "status": "active", "tier": "basic"}, "bd0084": {"id": "bd0084", "status": "active", "tier": "enterprise"}}}, "instruction": "Deactivate user account ad0084; use reason user_request.", "seed": 52084, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0084.status", "value": "closed"}, {"op": "equals", "path": "accounts.ad0084.closed_reason", "value": "user_request"}], "task_id": "dev_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": "dd0085", "text": "security incident 0 root cause and mitigation timeline", "title": "Security Incident Brief 85"}, {"id": "xd0085", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 85"}]}, "instruction": "Search docs for 'security incident 0' and inspect top results.", "seed": 52085, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/drafts/README.md": "team workspace", "/drafts/seed_2.txt": "seed 86"}}, "instruction": "Store the text 'entry-dev-86-150' at /drafts/delta_dev_86.log.", "seed": 52086, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_dev_86.log"}, {"key": "/drafts/delta_dev_86.log", "op": "map_value_equals", "path": "files", "value": "entry-dev-86-150"}], "task_id": "dev_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_dev_2"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 52087, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0088": {"id": "ad0088", "status": "active", "tier": "plus"}, "bd0088": {"id": "bd0088", "status": "active", "tier": "basic"}}}, "instruction": "Update account ad0088 so tier is basic.", "seed": 52088, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0088.tier", "value": "basic"}], "task_id": "dev_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": "dd0089", "text": "security incident 4 root cause and mitigation timeline", "title": "Security Incident Brief 89"}, {"id": "xd0089", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 89"}]}, "instruction": "Search docs for 'security incident 4' and inspect top results.", "seed": 52089, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/reports/README.md": "team workspace", "/reports/seed_6.txt": "seed 90"}}, "instruction": "Store the text 'entry-dev-90-808' at /reports/summary_dev_90.txt.", "seed": 52090, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_dev_90.txt"}, {"key": "/reports/summary_dev_90.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-90-808"}], "task_id": "dev_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"}
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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": {"ad0108": {"id": "ad0108", "status": "active", "tier": "enterprise"}, "bd0108": {"id": "bd0108", "status": "active", "tier": "premium"}}}, "instruction": "Close account ad0108 and mark the reason as user_request.", "seed": 52108, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0108.status", "value": "closed"}, {"op": "equals", "path": "accounts.ad0108.closed_reason", "value": "user_request"}], "task_id": "dev_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": "dd0109", "text": "billing incident 7 root cause and mitigation timeline", "title": "Billing Incident Brief 109"}, {"id": "xd0109", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 109"}]}, "instruction": "Run document search with query 'billing incident 7'.", "seed": 52109, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/exports/README.md": "team workspace", "/exports/seed_5.txt": "seed 110"}}, "instruction": "Store the text 'entry-dev-110-192' at /exports/summary_dev_110.log.", "seed": 52110, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_dev_110.log"}, {"key": "/exports/summary_dev_110.log", "op": "map_value_equals", "path": "files", "value": "entry-dev-110-192"}], "task_id": "dev_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_dev_1"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 52111, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0112": {"id": "ad0112", "status": "active", "tier": "premium"}, "bd0112": {"id": "bd0112", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account ad0112 with tier=basic.", "seed": 52112, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0112.tier", "value": "basic"}], "task_id": "dev_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": "dd0113", "text": "onboarding incident 11 root cause and mitigation timeline", "title": "Onboarding Incident Brief 113"}, {"id": "xd0113", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 113"}]}, "instruction": "Search docs for 'onboarding incident 11' and inspect top results.", "seed": 52113, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/notes/README.md": "team workspace", "/notes/seed_2.txt": "seed 114"}}, "instruction": "Store the text 'entry-dev-114-476' at /notes/delta_dev_114.txt.", "seed": 52114, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_dev_114.txt"}, {"key": "/notes/delta_dev_114.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-114-476"}], "task_id": "dev_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_dev_0"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 52115, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0116": {"id": "ad0116", "status": "active", "tier": "plus"}, "bd0116": {"id": "bd0116", "status": "active", "tier": "plus"}}}, "instruction": "Register account nd0116 with active status.", "seed": 52116, "split": "dev", "success_criteria": [{"op": "in", "path": "accounts", "value": "nd0116"}, {"op": "equals", "path": "accounts.nd0116.status", "value": "active"}], "task_id": "dev_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": "dd0117", "text": "onboarding incident 15 root cause and mitigation timeline", "title": "Onboarding Incident Brief 117"}, {"id": "xd0117", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 117"}]}, "instruction": "Find relevant docs for 'onboarding incident 15'.", "seed": 52117, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": 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 118"}}, "instruction": "Store the text 'entry-dev-118-497' at /notes/rollup_dev_118.txt.", "seed": 52118, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_dev_118.txt"}, {"key": "/notes/rollup_dev_118.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-118-497"}], "task_id": "dev_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_dev_4"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 52119, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0120": {"id": "ad0120", "status": "active", "tier": "enterprise"}, "bd0120": {"id": "bd0120", "status": "active", "tier": "basic"}}}, "instruction": "Archive account ad0120 by closing it with reason compliance.", "seed": 52120, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0120.status", "value": "closed"}, {"op": "equals", "path": "accounts.ad0120.closed_reason", "value": "compliance"}], "task_id": "dev_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": "dd0121", "text": "retention incident 2 root cause and mitigation timeline", "title": "Retention Incident Brief 121"}, {"id": "xd0121", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 121"}]}, "instruction": "Find relevant docs for 'retention incident 2'.", "seed": 52121, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/reports/README.md": "team workspace", "/reports/seed_3.txt": "seed 122"}}, "instruction": "Store the text 'entry-dev-122-479' at /reports/runbook_dev_122.txt.", "seed": 52122, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_dev_122.txt"}, {"key": "/reports/runbook_dev_122.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-122-479"}], "task_id": "dev_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_dev_3"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 52123, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0124": {"id": "ad0124", "status": "active", "tier": "basic"}, "bd0124": {"id": "bd0124", "status": "active", "tier": "enterprise"}}}, "instruction": "Set the subscription tier for ad0124 to enterprise.", "seed": 52124, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0124.tier", "value": "enterprise"}], "task_id": "dev_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": "dd0125", "text": "retention incident 6 root cause and mitigation timeline", "title": "Retention Incident Brief 125"}, {"id": "xd0125", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 125"}]}, "instruction": "Search docs for 'retention incident 6' and inspect top results.", "seed": 52125, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/drafts/README.md": "team workspace", "/drafts/seed_0.txt": "seed 126"}}, "instruction": "Create file /drafts/summary_dev_126.txt with content 'entry-dev-126-235'.", "seed": 52126, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_dev_126.txt"}, {"key": "/drafts/summary_dev_126.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-126-235"}], "task_id": "dev_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_dev_2"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 52127, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0128": {"id": "ad0128", "status": "active", "tier": "plus"}, "bd0128": {"id": "bd0128", "status": "active", "tier": "basic"}}}, "instruction": "Register account nd0128 with active status.", "seed": 52128, "split": "dev", "success_criteria": [{"op": "in", "path": "accounts", "value": "nd0128"}, {"op": "equals", "path": "accounts.nd0128.status", "value": "active"}], "task_id": "dev_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": "dd0129", "text": "billing incident 10 root cause and mitigation timeline", "title": "Billing Incident Brief 129"}, {"id": "xd0129", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 129"}]}, "instruction": "Search docs for 'billing incident 10' and inspect top results.", "seed": 52129, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/notes/README.md": "team workspace", "/notes/seed_4.txt": "seed 130"}}, "instruction": "Create file /notes/runbook_dev_130.txt with content 'entry-dev-130-174'.", "seed": 52130, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_dev_130.txt"}, {"key": "/notes/runbook_dev_130.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-130-174"}], "task_id": "dev_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_dev_1"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 52131, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0132": {"id": "ad0132", "status": "active", "tier": "enterprise"}, "bd0132": {"id": "bd0132", "status": "active", "tier": "enterprise"}}}, "instruction": "Archive account ad0132 by closing it with reason duplicate_account.", "seed": 52132, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0132.status", "value": "closed"}, {"op": "equals", "path": "accounts.ad0132.closed_reason", "value": "duplicate_account"}], "task_id": "dev_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": "dd0133", "text": "billing incident 14 root cause and mitigation timeline", "title": "Billing Incident Brief 133"}, {"id": "xd0133", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 133"}]}, "instruction": "Run document search with query 'billing incident 14'.", "seed": 52133, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/exports/README.md": "team workspace", "/exports/seed_1.txt": "seed 134"}}, "instruction": "Write 'entry-dev-134-289' to /exports/rollup_dev_134.log.", "seed": 52134, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_dev_134.log"}, {"key": "/exports/rollup_dev_134.log", "op": "map_value_equals", "path": "files", "value": "entry-dev-134-289"}], "task_id": "dev_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_dev_0"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 52135, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"ad0136": {"id": "ad0136", "status": "active", "tier": "premium"}, "bd0136": {"id": "bd0136", "status": "active", "tier": "enterprise"}}}, "instruction": "Update account ad0136 so tier is basic.", "seed": 52136, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0136.tier", "value": "basic"}], "task_id": "dev_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": "dd0137", "text": "latency incident 1 root cause and mitigation timeline", "title": "Latency Incident Brief 137"}, {"id": "xd0137", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 137"}]}, "instruction": "Search docs for 'latency incident 1' and inspect top results.", "seed": 52137, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/drafts/README.md": "team workspace", "/drafts/seed_5.txt": "seed 138"}}, "instruction": "Store the text 'entry-dev-138-442' at /drafts/delta_dev_138.md.", "seed": 52138, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_dev_138.md"}, {"key": "/drafts/delta_dev_138.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-138-442"}], "task_id": "dev_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_dev_4"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 52139, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0140": {"id": "ad0140", "status": "active", "tier": "premium"}, "bd0140": {"id": "bd0140", "status": "active", "tier": "premium"}}}, "instruction": "Register account nd0140 with active status.", "seed": 52140, "split": "dev", "success_criteria": [{"op": "in", "path": "accounts", "value": "nd0140"}, {"op": "equals", "path": "accounts.nd0140.status", "value": "active"}], "task_id": "dev_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": "dd0141", "text": "security incident 5 root cause and mitigation timeline", "title": "Security Incident Brief 141"}, {"id": "xd0141", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 141"}]}, "instruction": "Find relevant docs for 'security incident 5'.", "seed": 52141, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": 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 142"}}, "instruction": "Write 'entry-dev-142-597' to /exports/runbook_dev_142.md.", "seed": 52142, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_dev_142.md"}, {"key": "/exports/runbook_dev_142.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-142-597"}], "task_id": "dev_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_dev_3"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 52143, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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"}
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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": "dd0177", "text": "billing incident 7 root cause and mitigation timeline", "title": "Billing Incident Brief 177"}, {"id": "xd0177", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 177"}]}, "instruction": "Run document search with query 'billing incident 7'.", "seed": 52177, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": 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 178"}}, "instruction": "Store the text 'entry-dev-178-327' at /notes/delta_dev_178.md.", "seed": 52178, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_dev_178.md"}, {"key": "/notes/delta_dev_178.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-178-327"}], "task_id": "dev_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_dev_4"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 52179, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0180": {"id": "ad0180", "status": "active", "tier": "premium"}, "bd0180": {"id": "bd0180", "status": "active", "tier": "premium"}}}, "instruction": "Deactivate user account ad0180; use reason risk_review.", "seed": 52180, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0180.status", "value": "closed"}, {"op": "equals", "path": "accounts.ad0180.closed_reason", "value": "risk_review"}], "task_id": "dev_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": "dd0181", "text": "security incident 11 root cause and mitigation timeline", "title": "Security Incident Brief 181"}, {"id": "xd0181", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 181"}]}, "instruction": "Find relevant docs for 'security incident 11'.", "seed": 52181, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/reports/README.md": "team workspace", "/reports/seed_0.txt": "seed 182"}}, "instruction": "Create file /reports/rollup_dev_182.md with content 'entry-dev-182-658'.", "seed": 52182, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_dev_182.md"}, {"key": "/reports/rollup_dev_182.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-182-658"}], "task_id": "dev_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_dev_3"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 52183, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"ad0184": {"id": "ad0184", "status": "active", "tier": "plus"}, "bd0184": {"id": "bd0184", "status": "active", "tier": "premium"}}}, "instruction": "Set the subscription tier for ad0184 to enterprise.", "seed": 52184, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0184.tier", "value": "enterprise"}], "task_id": "dev_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": "dd0185", "text": "onboarding incident 15 root cause and mitigation timeline", "title": "Onboarding Incident Brief 185"}, {"id": "xd0185", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 185"}]}, "instruction": "Search docs for 'onboarding incident 15' and inspect top results.", "seed": 52185, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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-dev-186-916' at /exports/status_dev_186.md.", "seed": 52186, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_dev_186.md"}, {"key": "/exports/status_dev_186.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-186-916"}], "task_id": "dev_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_dev_2"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 52187, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0188": {"id": "ad0188", "status": "active", "tier": "basic"}, "bd0188": {"id": "bd0188", "status": "active", "tier": "premium"}}}, "instruction": "Create a new account with id nd0188.", "seed": 52188, "split": "dev", "success_criteria": [{"op": "in", "path": "accounts", "value": "nd0188"}, {"op": "equals", "path": "accounts.nd0188.status", "value": "active"}], "task_id": "dev_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": "dd0189", "text": "compliance incident 2 root cause and mitigation timeline", "title": "Compliance Incident Brief 189"}, {"id": "xd0189", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 189"}]}, "instruction": "Run document search with query 'compliance incident 2'.", "seed": 52189, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": 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 190"}}, "instruction": "Store the text 'entry-dev-190-559' at /reports/rollup_dev_190.md.", "seed": 52190, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_dev_190.md"}, {"key": "/reports/rollup_dev_190.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-190-559"}], "task_id": "dev_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_dev_1"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 52191, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0192": {"id": "ad0192", "status": "active", "tier": "plus"}, "bd0192": {"id": "bd0192", "status": "active", "tier": "plus"}}}, "instruction": "Archive account ad0192 by closing it with reason user_request.", "seed": 52192, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0192.status", "value": "closed"}, {"op": "equals", "path": "accounts.ad0192.closed_reason", "value": "user_request"}], "task_id": "dev_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": "dd0193", "text": "billing incident 6 root cause and mitigation timeline", "title": "Billing Incident Brief 193"}, {"id": "xd0193", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 193"}]}, "instruction": "Run document search with query 'billing incident 6'.", "seed": 52193, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/exports/README.md": "team workspace", "/exports/seed_5.txt": "seed 194"}}, "instruction": "Store the text 'entry-dev-194-605' at /exports/summary_dev_194.txt.", "seed": 52194, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_dev_194.txt"}, {"key": "/exports/summary_dev_194.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-194-605"}], "task_id": "dev_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_dev_0"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 52195, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0196": {"id": "ad0196", "status": "active", "tier": "plus"}, "bd0196": {"id": "bd0196", "status": "active", "tier": "basic"}}}, "instruction": "Update account ad0196 so tier is basic.", "seed": 52196, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0196.tier", "value": "basic"}], "task_id": "dev_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": "dd0197", "text": "onboarding incident 10 root cause and mitigation timeline", "title": "Onboarding Incident Brief 197"}, {"id": "xd0197", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 197"}]}, "instruction": "Search docs for 'onboarding incident 10' and inspect top results.", "seed": 52197, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/notes/README.md": "team workspace", "/notes/seed_2.txt": "seed 198"}}, "instruction": "Create file /notes/summary_dev_198.txt with content 'entry-dev-198-436'.", "seed": 52198, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_dev_198.txt"}, {"key": "/notes/summary_dev_198.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-198-436"}], "task_id": "dev_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"}
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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": 977}}}], "gold_summary": null, "initial_state": {"accounts": {"ad0200": {"id": "ad0200", "status": "active", "tier": "plus"}, "bd0200": {"id": "bd0200", "status": "active", "tier": "basic"}}}, "instruction": "Register account nd0200 with active status.", "seed": 52200, "split": "dev", "success_criteria": [{"op": "in", "path": "accounts", "value": "nd0200"}, {"op": "equals", "path": "accounts.nd0200.status", "value": "active"}], "task_id": "dev_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": "dd0201", "text": "retention incident 14 root cause and mitigation timeline", "title": "Retention Incident Brief 201"}, {"id": "xd0201", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 201"}]}, "instruction": "Run document search with query 'retention incident 14'.", "seed": 52201, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": 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 202"}}, "instruction": "Write 'entry-dev-202-815' to /drafts/runbook_dev_202.md.", "seed": 52202, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_dev_202.md"}, {"key": "/drafts/runbook_dev_202.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-202-815"}], "task_id": "dev_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_dev_3"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 52203, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0204": {"id": "ad0204", "status": "active", "tier": "enterprise"}, "bd0204": {"id": "bd0204", "status": "active", "tier": "premium"}}}, "instruction": "Close account ad0204 and mark the reason as user_request.", "seed": 52204, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0204.status", "value": "closed"}, {"op": "equals", "path": "accounts.ad0204.closed_reason", "value": "user_request"}], "task_id": "dev_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": "dd0205", "text": "security incident 1 root cause and mitigation timeline", "title": "Security Incident Brief 205"}, {"id": "xd0205", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 205"}]}, "instruction": "Find relevant docs for 'security incident 1'.", "seed": 52205, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": "Create file /reports/summary_dev_206.md with content 'entry-dev-206-213'.", "seed": 52206, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_dev_206.md"}, {"key": "/reports/summary_dev_206.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-206-213"}], "task_id": "dev_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_dev_2"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 52207, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"ad0208": {"id": "ad0208", "status": "active", "tier": "premium"}, "bd0208": {"id": "bd0208", "status": "active", "tier": "premium"}}}, "instruction": "Update account ad0208 so tier is plus.", "seed": 52208, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0208.tier", "value": "plus"}], "task_id": "dev_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": "dd0209", "text": "latency incident 5 root cause and mitigation timeline", "title": "Latency Incident Brief 209"}, {"id": "xd0209", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 209"}]}, "instruction": "Run document search with query 'latency incident 5'.", "seed": 52209, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/reports/README.md": "team workspace", "/reports/seed_0.txt": "seed 210"}}, "instruction": "Write 'entry-dev-210-295' to /reports/rollup_dev_210.log.", "seed": 52210, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_dev_210.log"}, {"key": "/reports/rollup_dev_210.log", "op": "map_value_equals", "path": "files", "value": "entry-dev-210-295"}], "task_id": "dev_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_dev_1"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 52211, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0212": {"id": "ad0212", "status": "active", "tier": "premium"}, "bd0212": {"id": "bd0212", "status": "active", "tier": "premium"}}}, "instruction": "Add customer account nd0212.", "seed": 52212, "split": "dev", "success_criteria": [{"op": "in", "path": "accounts", "value": "nd0212"}, {"op": "equals", "path": "accounts.nd0212.status", "value": "active"}], "task_id": "dev_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": "dd0213", "text": "billing incident 9 root cause and mitigation timeline", "title": "Billing Incident Brief 213"}, {"id": "xd0213", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 213"}]}, "instruction": "Find relevant docs for 'billing incident 9'.", "seed": 52213, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": 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 214"}}, "instruction": "Create file /reports/summary_dev_214.txt with content 'entry-dev-214-502'.", "seed": 52214, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_dev_214.txt"}, {"key": "/reports/summary_dev_214.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-214-502"}], "task_id": "dev_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_dev_0"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 52215, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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"}
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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": "dd0217", "text": "billing incident 13 root cause and mitigation timeline", "title": "Billing Incident Brief 217"}, {"id": "xd0217", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 217"}]}, "instruction": "Run document search with query 'billing incident 13'.", "seed": 52217, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": "Create file /reports/delta_dev_218.log with content 'entry-dev-218-815'.", "seed": 52218, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/delta_dev_218.log"}, {"key": "/reports/delta_dev_218.log", "op": "map_value_equals", "path": "files", "value": "entry-dev-218-815"}], "task_id": "dev_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"}
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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": {"/drafts/README.md": "team workspace", "/drafts/seed_5.txt": "seed 222"}}, "instruction": "Create file /drafts/runbook_dev_222.log with content 'entry-dev-222-680'.", "seed": 52222, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_dev_222.log"}, {"key": "/drafts/runbook_dev_222.log", "op": "map_value_equals", "path": "files", "value": "entry-dev-222-680"}], "task_id": "dev_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"}
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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": 1001}}}], "gold_summary": null, "initial_state": {"accounts": {"ad0224": {"id": "ad0224", "status": "active", "tier": "basic"}, "bd0224": {"id": "bd0224", "status": "active", "tier": "basic"}}}, "instruction": "Register account nd0224 with active status.", "seed": 52224, "split": "dev", "success_criteria": [{"op": "in", "path": "accounts", "value": "nd0224"}, {"op": "equals", "path": "accounts.nd0224.status", "value": "active"}], "task_id": "dev_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": "dd0225", "text": "compliance incident 4 root cause and mitigation timeline", "title": "Compliance Incident Brief 225"}, {"id": "xd0225", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 225"}]}, "instruction": "Find relevant docs for 'compliance incident 4'.", "seed": 52225, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": 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 226"}}, "instruction": "Create file /reports/summary_dev_226.md with content 'entry-dev-226-684'.", "seed": 52226, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_dev_226.md"}, {"key": "/reports/summary_dev_226.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-226-684"}], "task_id": "dev_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"}
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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": {"ad0228": {"id": "ad0228", "status": "active", "tier": "enterprise"}, "bd0228": {"id": "bd0228", "status": "active", "tier": "premium"}}}, "instruction": "Archive account ad0228 by closing it with reason user_request.", "seed": 52228, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0228.status", "value": "closed"}, {"op": "equals", "path": "accounts.ad0228.closed_reason", "value": "user_request"}], "task_id": "dev_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": "dd0229", "text": "security incident 8 root cause and mitigation timeline", "title": "Security Incident Brief 229"}, {"id": "xd0229", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 229"}]}, "instruction": "Find relevant docs for 'security incident 8'.", "seed": 52229, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/exports/README.md": "team workspace", "/exports/seed_6.txt": "seed 230"}}, "instruction": "Store the text 'entry-dev-230-323' at /exports/status_dev_230.log.", "seed": 52230, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_dev_230.log"}, {"key": "/exports/status_dev_230.log", "op": "map_value_equals", "path": "files", "value": "entry-dev-230-323"}], "task_id": "dev_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"}
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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": {"ad0232": {"id": "ad0232", "status": "active", "tier": "premium"}, "bd0232": {"id": "bd0232", "status": "active", "tier": "basic"}}}, "instruction": "Update account ad0232 so tier is basic.", "seed": 52232, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0232.tier", "value": "basic"}], "task_id": "dev_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": "dd0233", "text": "compliance incident 12 root cause and mitigation timeline", "title": "Compliance Incident Brief 233"}, {"id": "xd0233", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 233"}]}, "instruction": "Run document search with query 'compliance incident 12'.", "seed": 52233, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/drafts/README.md": "team workspace", "/drafts/seed_3.txt": "seed 234"}}, "instruction": "Write 'entry-dev-234-108' to /drafts/runbook_dev_234.md.", "seed": 52234, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_dev_234.md"}, {"key": "/drafts/runbook_dev_234.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-234-108"}], "task_id": "dev_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_dev_0"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 52235, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0236": {"id": "ad0236", "status": "active", "tier": "enterprise"}, "bd0236": {"id": "bd0236", "status": "active", "tier": "enterprise"}}}, "instruction": "Register account nd0236 with active status.", "seed": 52236, "split": "dev", "success_criteria": [{"op": "in", "path": "accounts", "value": "nd0236"}, {"op": "equals", "path": "accounts.nd0236.status", "value": "active"}], "task_id": "dev_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": "dd0237", "text": "latency incident 16 root cause and mitigation timeline", "title": "Latency Incident Brief 237"}, {"id": "xd0237", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 237"}]}, "instruction": "Run document search with query 'latency incident 16'.", "seed": 52237, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/drafts/README.md": "team workspace", "/drafts/seed_0.txt": "seed 238"}}, "instruction": "Store the text 'entry-dev-238-570' at /drafts/runbook_dev_238.txt.", "seed": 52238, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_dev_238.txt"}, {"key": "/drafts/runbook_dev_238.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-238-570"}], "task_id": "dev_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_dev_4"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 52239, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0240": {"id": "ad0240", "status": "active", "tier": "plus"}, "bd0240": {"id": "bd0240", "status": "active", "tier": "plus"}}}, "instruction": "Close account ad0240 and mark the reason as risk_review.", "seed": 52240, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0240.status", "value": "closed"}, {"op": "equals", "path": "accounts.ad0240.closed_reason", "value": "risk_review"}], "task_id": "dev_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": "dd0241", "text": "latency incident 3 root cause and mitigation timeline", "title": "Latency Incident Brief 241"}, {"id": "xd0241", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 241"}]}, "instruction": "Search docs for 'latency incident 3' and inspect top results.", "seed": 52241, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/reports/README.md": "team workspace", "/reports/seed_4.txt": "seed 242"}}, "instruction": "Write 'entry-dev-242-906' to /reports/summary_dev_242.log.", "seed": 52242, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_dev_242.log"}, {"key": "/reports/summary_dev_242.log", "op": "map_value_equals", "path": "files", "value": "entry-dev-242-906"}], "task_id": "dev_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_dev_3"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 52243, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0244": {"id": "ad0244", "status": "active", "tier": "basic"}, "bd0244": {"id": "bd0244", "status": "active", "tier": "plus"}}}, "instruction": "Update account ad0244 so tier is premium.", "seed": 52244, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0244.tier", "value": "premium"}], "task_id": "dev_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": "dd0245", "text": "onboarding incident 7 root cause and mitigation timeline", "title": "Onboarding Incident Brief 245"}, {"id": "xd0245", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 245"}]}, "instruction": "Search docs for 'onboarding incident 7' and inspect top results.", "seed": 52245, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/reports/README.md": "team workspace", "/reports/seed_1.txt": "seed 246"}}, "instruction": "Create file /reports/status_dev_246.txt with content 'entry-dev-246-190'.", "seed": 52246, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/status_dev_246.txt"}, {"key": "/reports/status_dev_246.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-246-190"}], "task_id": "dev_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"}
+{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_dev_2"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 52247, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_scheduling_0247", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
+{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_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": {"ad0248": {"id": "ad0248", "status": "active", "tier": "basic"}, "bd0248": {"id": "bd0248", "status": "active", "tier": "premium"}}}, "instruction": "Register account nd0248 with active status.", "seed": 52248, "split": "dev", "success_criteria": [{"op": "in", "path": "accounts", "value": "nd0248"}, {"op": "equals", "path": "accounts.nd0248.status", "value": "active"}], "task_id": "dev_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"}
+{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dd0249", "text": "latency incident 11 root cause and mitigation timeline", "title": "Latency Incident Brief 249"}, {"id": "xd0249", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 249"}]}, "instruction": "Find relevant docs for 'latency incident 11'.", "seed": 52249, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_retrieval_0249", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
+{"budget": {"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 250"}}, "instruction": "Store the text 'entry-dev-250-977' at /notes/rollup_dev_250.md.", "seed": 52250, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_dev_250.md"}, {"key": "/notes/rollup_dev_250.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-250-977"}], "task_id": "dev_files_0250", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
+{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_dev_1"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 52251, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_scheduling_0251", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
+{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"ad0252": {"id": "ad0252", "status": "active", "tier": "enterprise"}, "bd0252": {"id": "bd0252", "status": "active", "tier": "plus"}}}, "instruction": "Close account ad0252 and mark the reason as compliance.", "seed": 52252, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0252.status", "value": "closed"}, {"op": "equals", "path": "accounts.ad0252.closed_reason", "value": "compliance"}], "task_id": "dev_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": "dd0253", "text": "security incident 15 root cause and mitigation timeline", "title": "Security Incident Brief 253"}, {"id": "xd0253", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 253"}]}, "instruction": "Run document search with query 'security incident 15'.", "seed": 52253, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/drafts/README.md": "team workspace", "/drafts/seed_2.txt": "seed 254"}}, "instruction": "Create file /drafts/summary_dev_254.log with content 'entry-dev-254-244'.", "seed": 52254, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_dev_254.log"}, {"key": "/drafts/summary_dev_254.log", "op": "map_value_equals", "path": "files", "value": "entry-dev-254-244"}], "task_id": "dev_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_dev_0"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 52255, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0256": {"id": "ad0256", "status": "active", "tier": "basic"}, "bd0256": {"id": "bd0256", "status": "active", "tier": "enterprise"}}}, "instruction": "Set the subscription tier for ad0256 to premium.", "seed": 52256, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0256.tier", "value": "premium"}], "task_id": "dev_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": "dd0257", "text": "retention incident 2 root cause and mitigation timeline", "title": "Retention Incident Brief 257"}, {"id": "xd0257", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 257"}]}, "instruction": "Search docs for 'retention incident 2' and inspect top results.", "seed": 52257, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/reports/README.md": "team workspace", "/reports/seed_6.txt": "seed 258"}}, "instruction": "Create file /reports/rollup_dev_258.txt with content 'entry-dev-258-193'.", "seed": 52258, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_dev_258.txt"}, {"key": "/reports/rollup_dev_258.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-258-193"}], "task_id": "dev_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_dev_4"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 52259, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0260": {"id": "ad0260", "status": "active", "tier": "plus"}, "bd0260": {"id": "bd0260", "status": "active", "tier": "enterprise"}}}, "instruction": "Add customer account nd0260.", "seed": 52260, "split": "dev", "success_criteria": [{"op": "in", "path": "accounts", "value": "nd0260"}, {"op": "equals", "path": "accounts.nd0260.status", "value": "active"}], "task_id": "dev_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": "dd0261", "text": "security incident 6 root cause and mitigation timeline", "title": "Security Incident Brief 261"}, {"id": "xd0261", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 261"}]}, "instruction": "Find relevant docs for 'security incident 6'.", "seed": 52261, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/notes/README.md": "team workspace", "/notes/seed_3.txt": "seed 262"}}, "instruction": "Store the text 'entry-dev-262-461' at /notes/status_dev_262.txt.", "seed": 52262, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_dev_262.txt"}, {"key": "/notes/status_dev_262.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-262-461"}], "task_id": "dev_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_dev_3"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 52263, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0264": {"id": "ad0264", "status": "active", "tier": "basic"}, "bd0264": {"id": "bd0264", "status": "active", "tier": "premium"}}}, "instruction": "Deactivate user account ad0264; use reason user_request.", "seed": 52264, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0264.status", "value": "closed"}, {"op": "equals", "path": "accounts.ad0264.closed_reason", "value": "user_request"}], "task_id": "dev_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": "dd0265", "text": "billing incident 10 root cause and mitigation timeline", "title": "Billing Incident Brief 265"}, {"id": "xd0265", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 265"}]}, "instruction": "Find relevant docs for 'billing incident 10'.", "seed": 52265, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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/status_dev_266.log with content 'entry-dev-266-480'.", "seed": 52266, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_dev_266.log"}, {"key": "/snapshots/status_dev_266.log", "op": "map_value_equals", "path": "files", "value": "entry-dev-266-480"}], "task_id": "dev_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_dev_2"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 52267, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"ad0268": {"id": "ad0268", "status": "active", "tier": "premium"}, "bd0268": {"id": "bd0268", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account ad0268 with tier=enterprise.", "seed": 52268, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0268.tier", "value": "enterprise"}], "task_id": "dev_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": "dd0269", "text": "security incident 14 root cause and mitigation timeline", "title": "Security Incident Brief 269"}, {"id": "xd0269", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 269"}]}, "instruction": "Run document search with query 'security incident 14'.", "seed": 52269, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": "Write 'entry-dev-270-825' to /notes/delta_dev_270.txt.", "seed": 52270, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_dev_270.txt"}, {"key": "/notes/delta_dev_270.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-270-825"}], "task_id": "dev_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_dev_1"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 52271, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0272": {"id": "ad0272", "status": "active", "tier": "plus"}, "bd0272": {"id": "bd0272", "status": "active", "tier": "enterprise"}}}, "instruction": "Add customer account nd0272.", "seed": 52272, "split": "dev", "success_criteria": [{"op": "in", "path": "accounts", "value": "nd0272"}, {"op": "equals", "path": "accounts.nd0272.status", "value": "active"}], "task_id": "dev_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": "dd0273", "text": "security incident 1 root cause and mitigation timeline", "title": "Security Incident Brief 273"}, {"id": "xd0273", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 273"}]}, "instruction": "Find relevant docs for 'security incident 1'.", "seed": 52273, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/snapshots/README.md": "team workspace", "/snapshots/seed_1.txt": "seed 274"}}, "instruction": "Create file /snapshots/status_dev_274.log with content 'entry-dev-274-382'.", "seed": 52274, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_dev_274.log"}, {"key": "/snapshots/status_dev_274.log", "op": "map_value_equals", "path": "files", "value": "entry-dev-274-382"}], "task_id": "dev_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_dev_0"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 52275, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0276": {"id": "ad0276", "status": "active", "tier": "plus"}, "bd0276": {"id": "bd0276", "status": "active", "tier": "enterprise"}}}, "instruction": "Close account ad0276 and mark the reason as risk_review.", "seed": 52276, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0276.status", "value": "closed"}, {"op": "equals", "path": "accounts.ad0276.closed_reason", "value": "risk_review"}], "task_id": "dev_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": "dd0277", "text": "billing incident 5 root cause and mitigation timeline", "title": "Billing Incident Brief 277"}, {"id": "xd0277", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 277"}]}, "instruction": "Find relevant docs for 'billing incident 5'.", "seed": 52277, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": "Write 'entry-dev-278-649' to /drafts/delta_dev_278.md.", "seed": 52278, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_dev_278.md"}, {"key": "/drafts/delta_dev_278.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-278-649"}], "task_id": "dev_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_dev_4"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 52279, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"ad0280": {"id": "ad0280", "status": "active", "tier": "premium"}, "bd0280": {"id": "bd0280", "status": "active", "tier": "premium"}}}, "instruction": "Set the subscription tier for ad0280 to basic.", "seed": 52280, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0280.tier", "value": "basic"}], "task_id": "dev_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": "dd0281", "text": "latency incident 9 root cause and mitigation timeline", "title": "Latency Incident Brief 281"}, {"id": "xd0281", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 281"}]}, "instruction": "Find relevant docs for 'latency incident 9'.", "seed": 52281, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/drafts/README.md": "team workspace", "/drafts/seed_2.txt": "seed 282"}}, "instruction": "Write 'entry-dev-282-212' to /drafts/delta_dev_282.log.", "seed": 52282, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_dev_282.log"}, {"key": "/drafts/delta_dev_282.log", "op": "map_value_equals", "path": "files", "value": "entry-dev-282-212"}], "task_id": "dev_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_dev_3"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 52283, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0284": {"id": "ad0284", "status": "active", "tier": "plus"}, "bd0284": {"id": "bd0284", "status": "active", "tier": "basic"}}}, "instruction": "Add customer account nd0284.", "seed": 52284, "split": "dev", "success_criteria": [{"op": "in", "path": "accounts", "value": "nd0284"}, {"op": "equals", "path": "accounts.nd0284.status", "value": "active"}], "task_id": "dev_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": "dd0285", "text": "security incident 13 root cause and mitigation timeline", "title": "Security Incident Brief 285"}, {"id": "xd0285", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 285"}]}, "instruction": "Search docs for 'security incident 13' and inspect top results.", "seed": 52285, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": 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 286"}}, "instruction": "Store the text 'entry-dev-286-383' at /reports/status_dev_286.txt.", "seed": 52286, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/status_dev_286.txt"}, {"key": "/reports/status_dev_286.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-286-383"}], "task_id": "dev_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_dev_2"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 52287, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0288": {"id": "ad0288", "status": "active", "tier": "enterprise"}, "bd0288": {"id": "bd0288", "status": "active", "tier": "premium"}}}, "instruction": "Archive account ad0288 by closing it with reason risk_review.", "seed": 52288, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0288.status", "value": "closed"}, {"op": "equals", "path": "accounts.ad0288.closed_reason", "value": "risk_review"}], "task_id": "dev_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": "dd0289", "text": "billing incident 0 root cause and mitigation timeline", "title": "Billing Incident Brief 289"}, {"id": "xd0289", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 289"}]}, "instruction": "Run document search with query 'billing incident 0'.", "seed": 52289, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/drafts/README.md": "team workspace", "/drafts/seed_3.txt": "seed 290"}}, "instruction": "Write 'entry-dev-290-615' to /drafts/summary_dev_290.txt.", "seed": 52290, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_dev_290.txt"}, {"key": "/drafts/summary_dev_290.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-290-615"}], "task_id": "dev_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_dev_1"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 52291, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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"}
+{"budget": {"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": {"ad0292": {"id": "ad0292", "status": "active", "tier": "premium"}, "bd0292": {"id": "bd0292", "status": "active", "tier": "plus"}}}, "instruction": "Update account ad0292 so tier is plus.", "seed": 52292, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0292.tier", "value": "plus"}], "task_id": "dev_crud_0292", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
+{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dd0293", "text": "latency incident 4 root cause and mitigation timeline", "title": "Latency Incident Brief 293"}, {"id": "xd0293", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 293"}]}, "instruction": "Search docs for 'latency incident 4' and inspect top results.", "seed": 52293, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_retrieval_0293", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
+{"budget": {"max_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 294"}}, "instruction": "Create file /snapshots/rollup_dev_294.md with content 'entry-dev-294-464'.", "seed": 52294, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_dev_294.md"}, {"key": "/snapshots/rollup_dev_294.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-294-464"}], "task_id": "dev_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_dev_0"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 52295, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0296": {"id": "ad0296", "status": "active", "tier": "plus"}, "bd0296": {"id": "bd0296", "status": "active", "tier": "basic"}}}, "instruction": "Add customer account nd0296.", "seed": 52296, "split": "dev", "success_criteria": [{"op": "in", "path": "accounts", "value": "nd0296"}, {"op": "equals", "path": "accounts.nd0296.status", "value": "active"}], "task_id": "dev_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"}
+{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dd0297", "text": "billing incident 8 root cause and mitigation timeline", "title": "Billing Incident Brief 297"}, {"id": "xd0297", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 297"}]}, "instruction": "Find relevant docs for 'billing incident 8'.", "seed": 52297, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_retrieval_0297", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
+{"budget": {"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 298"}}, "instruction": "Store the text 'entry-dev-298-932' at /reports/rollup_dev_298.log.", "seed": 52298, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_dev_298.log"}, {"key": "/reports/rollup_dev_298.log", "op": "map_value_equals", "path": "files", "value": "entry-dev-298-932"}], "task_id": "dev_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_dev_4"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 52299, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0300": {"id": "ad0300", "status": "active", "tier": "basic"}, "bd0300": {"id": "bd0300", "status": "active", "tier": "plus"}}}, "instruction": "Close account ad0300 and mark the reason as user_request.", "seed": 52300, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0300.status", "value": "closed"}, {"op": "equals", "path": "accounts.ad0300.closed_reason", "value": "user_request"}], "task_id": "dev_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"}
+{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dd0301", "text": "latency incident 12 root cause and mitigation timeline", "title": "Latency Incident Brief 301"}, {"id": "xd0301", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 301"}]}, "instruction": "Find relevant docs for 'latency incident 12'.", "seed": 52301, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_retrieval_0301", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_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_dev_3"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 52303, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_scheduling_0303", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
+{"budget": {"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": {"ad0304": {"id": "ad0304", "status": "active", "tier": "basic"}, "bd0304": {"id": "bd0304", "status": "active", "tier": "basic"}}}, "instruction": "Set the subscription tier for ad0304 to plus.", "seed": 52304, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0304.tier", "value": "plus"}], "task_id": "dev_crud_0304", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
+{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dd0305", "text": "billing incident 16 root cause and mitigation timeline", "title": "Billing Incident Brief 305"}, {"id": "xd0305", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 305"}]}, "instruction": "Search docs for 'billing incident 16' and inspect top results.", "seed": 52305, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_retrieval_0305", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_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": 1085}}}], "gold_summary": null, "initial_state": {"accounts": {"ad0308": {"id": "ad0308", "status": "active", "tier": "plus"}, "bd0308": {"id": "bd0308", "status": "active", "tier": "enterprise"}}}, "instruction": "Create a new account with id nd0308.", "seed": 52308, "split": "dev", "success_criteria": [{"op": "in", "path": "accounts", "value": "nd0308"}, {"op": "equals", "path": "accounts.nd0308.status", "value": "active"}], "task_id": "dev_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": "dd0309", "text": "billing incident 3 root cause and mitigation timeline", "title": "Billing Incident Brief 309"}, {"id": "xd0309", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 309"}]}, "instruction": "Find relevant docs for 'billing incident 3'.", "seed": 52309, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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"}
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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": "dd0313", "text": "security incident 7 root cause and mitigation timeline", "title": "Security Incident Brief 313"}, {"id": "xd0313", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 313"}]}, "instruction": "Find relevant docs for 'security incident 7'.", "seed": 52313, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": "Store the text 'entry-dev-314-409' at /snapshots/runbook_dev_314.txt.", "seed": 52314, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/runbook_dev_314.txt"}, {"key": "/snapshots/runbook_dev_314.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-314-409"}], "task_id": "dev_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"}
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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_dev_0"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 52335, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0336": {"id": "ad0336", "status": "active", "tier": "enterprise"}, "bd0336": {"id": "bd0336", "status": "active", "tier": "premium"}}}, "instruction": "Close account ad0336 and mark the reason as duplicate_account.", "seed": 52336, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0336.status", "value": "closed"}, {"op": "equals", "path": "accounts.ad0336.closed_reason", "value": "duplicate_account"}], "task_id": "dev_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": "dd0337", "text": "latency incident 14 root cause and mitigation timeline", "title": "Latency Incident Brief 337"}, {"id": "xd0337", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 337"}]}, "instruction": "Run document search with query 'latency incident 14'.", "seed": 52337, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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_dev_338.md with content 'entry-dev-338-977'.", "seed": 52338, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_dev_338.md"}, {"key": "/exports/delta_dev_338.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-338-977"}], "task_id": "dev_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_dev_4"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 52339, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"ad0340": {"id": "ad0340", "status": "active", "tier": "enterprise"}, "bd0340": {"id": "bd0340", "status": "active", "tier": "enterprise"}}}, "instruction": "Update account ad0340 so tier is basic.", "seed": 52340, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0340.tier", "value": "basic"}], "task_id": "dev_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": "dd0341", "text": "security incident 1 root cause and mitigation timeline", "title": "Security Incident Brief 341"}, {"id": "xd0341", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 341"}]}, "instruction": "Search docs for 'security incident 1' and inspect top results.", "seed": 52341, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": "Store the text 'entry-dev-342-122' at /exports/runbook_dev_342.md.", "seed": 52342, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_dev_342.md"}, {"key": "/exports/runbook_dev_342.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-342-122"}], "task_id": "dev_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_dev_3"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 52343, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0344": {"id": "ad0344", "status": "active", "tier": "premium"}, "bd0344": {"id": "bd0344", "status": "active", "tier": "basic"}}}, "instruction": "Register account nd0344 with active status.", "seed": 52344, "split": "dev", "success_criteria": [{"op": "in", "path": "accounts", "value": "nd0344"}, {"op": "equals", "path": "accounts.nd0344.status", "value": "active"}], "task_id": "dev_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": "dd0345", "text": "security incident 5 root cause and mitigation timeline", "title": "Security Incident Brief 345"}, {"id": "xd0345", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 345"}]}, "instruction": "Find relevant docs for 'security incident 5'.", "seed": 52345, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": 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 346"}}, "instruction": "Create file /drafts/runbook_dev_346.md with content 'entry-dev-346-689'.", "seed": 52346, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_dev_346.md"}, {"key": "/drafts/runbook_dev_346.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-346-689"}], "task_id": "dev_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_dev_2"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 52347, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0348": {"id": "ad0348", "status": "active", "tier": "plus"}, "bd0348": {"id": "bd0348", "status": "active", "tier": "enterprise"}}}, "instruction": "Close account ad0348 and mark the reason as duplicate_account.", "seed": 52348, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0348.status", "value": "closed"}, {"op": "equals", "path": "accounts.ad0348.closed_reason", "value": "duplicate_account"}], "task_id": "dev_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": "dd0349", "text": "security incident 9 root cause and mitigation timeline", "title": "Security Incident Brief 349"}, {"id": "xd0349", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 349"}]}, "instruction": "Find relevant docs for 'security incident 9'.", "seed": 52349, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": "Create file /notes/summary_dev_350.md with content 'entry-dev-350-285'.", "seed": 52350, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_dev_350.md"}, {"key": "/notes/summary_dev_350.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-350-285"}], "task_id": "dev_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_dev_1"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 52351, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"ad0352": {"id": "ad0352", "status": "active", "tier": "premium"}, "bd0352": {"id": "bd0352", "status": "active", "tier": "plus"}}}, "instruction": "Update account ad0352 so tier is enterprise.", "seed": 52352, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0352.tier", "value": "enterprise"}], "task_id": "dev_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": "dd0353", "text": "compliance incident 13 root cause and mitigation timeline", "title": "Compliance Incident Brief 353"}, {"id": "xd0353", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 353"}]}, "instruction": "Run document search with query 'compliance incident 13'.", "seed": 52353, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/exports/README.md": "team workspace", "/exports/seed_4.txt": "seed 354"}}, "instruction": "Write 'entry-dev-354-835' to /exports/runbook_dev_354.txt.", "seed": 52354, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_dev_354.txt"}, {"key": "/exports/runbook_dev_354.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-354-835"}], "task_id": "dev_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_dev_0"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 52355, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0356": {"id": "ad0356", "status": "active", "tier": "enterprise"}, "bd0356": {"id": "bd0356", "status": "active", "tier": "basic"}}}, "instruction": "Add customer account nd0356.", "seed": 52356, "split": "dev", "success_criteria": [{"op": "in", "path": "accounts", "value": "nd0356"}, {"op": "equals", "path": "accounts.nd0356.status", "value": "active"}], "task_id": "dev_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": "dd0357", "text": "billing incident 0 root cause and mitigation timeline", "title": "Billing Incident Brief 357"}, {"id": "xd0357", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 357"}]}, "instruction": "Find relevant docs for 'billing incident 0'.", "seed": 52357, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": 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 358"}}, "instruction": "Create file /reports/rollup_dev_358.log with content 'entry-dev-358-941'.", "seed": 52358, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_dev_358.log"}, {"key": "/reports/rollup_dev_358.log", "op": "map_value_equals", "path": "files", "value": "entry-dev-358-941"}], "task_id": "dev_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_dev_4"}]}, "instruction": "Check whether '0 * * * *' is a valid cron schedule.", "seed": 52359, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0360": {"id": "ad0360", "status": "active", "tier": "enterprise"}, "bd0360": {"id": "bd0360", "status": "active", "tier": "premium"}}}, "instruction": "Close account ad0360 and mark the reason as duplicate_account.", "seed": 52360, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0360.status", "value": "closed"}, {"op": "equals", "path": "accounts.ad0360.closed_reason", "value": "duplicate_account"}], "task_id": "dev_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": "dd0361", "text": "security incident 4 root cause and mitigation timeline", "title": "Security Incident Brief 361"}, {"id": "xd0361", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 361"}]}, "instruction": "Find relevant docs for 'security incident 4'.", "seed": 52361, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/exports/README.md": "team workspace", "/exports/seed_5.txt": "seed 362"}}, "instruction": "Create file /exports/status_dev_362.md with content 'entry-dev-362-617'.", "seed": 52362, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_dev_362.md"}, {"key": "/exports/status_dev_362.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-362-617"}], "task_id": "dev_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_dev_3"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 52363, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0364": {"id": "ad0364", "status": "active", "tier": "basic"}, "bd0364": {"id": "bd0364", "status": "active", "tier": "plus"}}}, "instruction": "Patch account ad0364 with tier=premium.", "seed": 52364, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0364.tier", "value": "premium"}], "task_id": "dev_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": "dd0365", "text": "retention incident 8 root cause and mitigation timeline", "title": "Retention Incident Brief 365"}, {"id": "xd0365", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 365"}]}, "instruction": "Find relevant docs for 'retention incident 8'.", "seed": 52365, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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"}
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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_dev_2"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 52367, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0368": {"id": "ad0368", "status": "active", "tier": "enterprise"}, "bd0368": {"id": "bd0368", "status": "active", "tier": "enterprise"}}}, "instruction": "Register account nd0368 with active status.", "seed": 52368, "split": "dev", "success_criteria": [{"op": "in", "path": "accounts", "value": "nd0368"}, {"op": "equals", "path": "accounts.nd0368.status", "value": "active"}], "task_id": "dev_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": "dd0369", "text": "retention incident 12 root cause and mitigation timeline", "title": "Retention Incident Brief 369"}, {"id": "xd0369", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 369"}]}, "instruction": "Run document search with query 'retention incident 12'.", "seed": 52369, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/drafts/README.md": "team workspace", "/drafts/seed_6.txt": "seed 370"}}, "instruction": "Write 'entry-dev-370-103' to /drafts/status_dev_370.md.", "seed": 52370, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/status_dev_370.md"}, {"key": "/drafts/status_dev_370.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-370-103"}], "task_id": "dev_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_dev_1"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 52371, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0372": {"id": "ad0372", "status": "active", "tier": "enterprise"}, "bd0372": {"id": "bd0372", "status": "active", "tier": "basic"}}}, "instruction": "Deactivate user account ad0372; use reason user_request.", "seed": 52372, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0372.status", "value": "closed"}, {"op": "equals", "path": "accounts.ad0372.closed_reason", "value": "user_request"}], "task_id": "dev_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": "dd0373", "text": "latency incident 16 root cause and mitigation timeline", "title": "Latency Incident Brief 373"}, {"id": "xd0373", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 373"}]}, "instruction": "Find relevant docs for 'latency incident 16'.", "seed": 52373, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/reports/README.md": "team workspace", "/reports/seed_3.txt": "seed 374"}}, "instruction": "Create file /reports/summary_dev_374.txt with content 'entry-dev-374-255'.", "seed": 52374, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/summary_dev_374.txt"}, {"key": "/reports/summary_dev_374.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-374-255"}], "task_id": "dev_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_dev_0"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 52375, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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"}
+{"budget": {"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": {"ad0376": {"id": "ad0376", "status": "active", "tier": "plus"}, "bd0376": {"id": "bd0376", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account ad0376 with tier=premium.", "seed": 52376, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0376.tier", "value": "premium"}], "task_id": "dev_crud_0376", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
+{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dd0377", "text": "billing incident 3 root cause and mitigation timeline", "title": "Billing Incident Brief 377"}, {"id": "xd0377", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 377"}]}, "instruction": "Search docs for 'billing incident 3' and inspect top results.", "seed": 52377, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_retrieval_0377", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
+{"budget": {"max_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 378"}}, "instruction": "Store the text 'entry-dev-378-687' at /notes/runbook_dev_378.txt.", "seed": 52378, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_dev_378.txt"}, {"key": "/notes/runbook_dev_378.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-378-687"}], "task_id": "dev_files_0378", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
+{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_dev_4"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 52379, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_scheduling_0379", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
+{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1157}}}], "gold_summary": null, "initial_state": {"accounts": {"ad0380": {"id": "ad0380", "status": "active", "tier": "basic"}, "bd0380": {"id": "bd0380", "status": "active", "tier": "plus"}}}, "instruction": "Create a new account with id nd0380.", "seed": 52380, "split": "dev", "success_criteria": [{"op": "in", "path": "accounts", "value": "nd0380"}, {"op": "equals", "path": "accounts.nd0380.status", "value": "active"}], "task_id": "dev_crud_0380", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
+{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dd0381", "text": "security incident 7 root cause and mitigation timeline", "title": "Security Incident Brief 381"}, {"id": "xd0381", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 381"}]}, "instruction": "Search docs for 'security incident 7' and inspect top results.", "seed": 52381, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_retrieval_0381", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
+{"budget": {"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 382"}}, "instruction": "Store the text 'entry-dev-382-459' at /snapshots/delta_dev_382.md.", "seed": 52382, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/delta_dev_382.md"}, {"key": "/snapshots/delta_dev_382.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-382-459"}], "task_id": "dev_files_0382", "tool_schemas": [{"additionalProperties": false, "name": "read_file", "properties": {"path": {"type": "string"}}, "required": ["path"]}, {"additionalProperties": false, "name": "write_file", "properties": {"content": {"type": "string"}, "path": {"type": "string"}}, "required": ["path", "content"]}, {"additionalProperties": false, "name": "list_dir", "properties": {"path": {"type": "string"}}, "required": ["path"]}], "toolset_id": "files_v1"}
+{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}, {"fault_type": "adversarial_error", "payload": {"code": "ambiguous_error", "message": "Internal issue. Please retry."}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_dev_3"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 52383, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_scheduling_0383", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "cron", "command"]}, {"additionalProperties": false, "name": "validate_cron", "properties": {"cron": {"type": "string"}}, "required": ["cron"]}, {"additionalProperties": false, "name": "list_jobs", "properties": {}, "required": []}], "toolset_id": "scheduler_v1"}
+{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "crud", "fault_plan": [], "gold_summary": null, "initial_state": {"accounts": {"ad0384": {"id": "ad0384", "status": "active", "tier": "basic"}, "bd0384": {"id": "bd0384", "status": "active", "tier": "plus"}}}, "instruction": "Close account ad0384 and mark the reason as compliance.", "seed": 52384, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0384.status", "value": "closed"}, {"op": "equals", "path": "accounts.ad0384.closed_reason", "value": "compliance"}], "task_id": "dev_crud_0384", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
+{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "retrieval", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dd0385", "text": "latency incident 11 root cause and mitigation timeline", "title": "Latency Incident Brief 385"}, {"id": "xd0385", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 385"}]}, "instruction": "Find relevant docs for 'latency incident 11'.", "seed": 52385, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_retrieval_0385", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_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": {"ad0420": {"id": "ad0420", "status": "active", "tier": "enterprise"}, "bd0420": {"id": "bd0420", "status": "active", "tier": "premium"}}}, "instruction": "Close account ad0420 and mark the reason as compliance.", "seed": 52420, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0420.status", "value": "closed"}, {"op": "equals", "path": "accounts.ad0420.closed_reason", "value": "compliance"}], "task_id": "dev_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": "dd0421", "text": "latency incident 13 root cause and mitigation timeline", "title": "Latency Incident Brief 421"}, {"id": "xd0421", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 421"}]}, "instruction": "Run document search with query 'latency incident 13'.", "seed": 52421, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/reports/README.md": "team workspace", "/reports/seed_2.txt": "seed 422"}}, "instruction": "Store the text 'entry-dev-422-357' at /reports/runbook_dev_422.md.", "seed": 52422, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_dev_422.md"}, {"key": "/reports/runbook_dev_422.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-422-357"}], "task_id": "dev_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_dev_3"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 52423, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0424": {"id": "ad0424", "status": "active", "tier": "basic"}, "bd0424": {"id": "bd0424", "status": "active", "tier": "premium"}}}, "instruction": "Update account ad0424 so tier is premium.", "seed": 52424, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0424.tier", "value": "premium"}], "task_id": "dev_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": "dd0425", "text": "onboarding incident 0 root cause and mitigation timeline", "title": "Onboarding Incident Brief 425"}, {"id": "xd0425", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 425"}]}, "instruction": "Run document search with query 'onboarding incident 0'.", "seed": 52425, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/snapshots/README.md": "team workspace", "/snapshots/seed_6.txt": "seed 426"}}, "instruction": "Store the text 'entry-dev-426-683' at /snapshots/runbook_dev_426.txt.", "seed": 52426, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/runbook_dev_426.txt"}, {"key": "/snapshots/runbook_dev_426.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-426-683"}], "task_id": "dev_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_dev_2"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 52427, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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"}
+{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "hard", "domain": "crud", "fault_plan": [{"fault_type": "rate_limit", "payload": {"after_n_calls": 0, "retry_after_ms": 100}, "severity": "soft", "trigger": {"on_tool": "create_account", "prob": {"p": 0.6, "seed": 1205}}}], "gold_summary": null, "initial_state": {"accounts": {"ad0428": {"id": "ad0428", "status": "active", "tier": "plus"}, "bd0428": {"id": "bd0428", "status": "active", "tier": "premium"}}}, "instruction": "Register account nd0428 with active status.", "seed": 52428, "split": "dev", "success_criteria": [{"op": "in", "path": "accounts", "value": "nd0428"}, {"op": "equals", "path": "accounts.nd0428.status", "value": "active"}], "task_id": "dev_crud_0428", "tool_schemas": [{"additionalProperties": false, "name": "get_account", "properties": {"id": {"type": "string"}}, "required": ["id"]}, {"additionalProperties": false, "name": "update_account", "properties": {"id": {"type": "string"}, "patch": {"type": "object"}}, "required": ["id", "patch"]}, {"additionalProperties": false, "name": "create_account", "properties": {"fields": {"type": "object"}}, "required": ["fields"]}, {"additionalProperties": false, "name": "close_account", "properties": {"id": {"type": "string"}, "reason": {"type": "string"}}, "required": ["id", "reason"]}], "toolset_id": "crud_v1"}
+{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "easy", "domain": "retrieval", "fault_plan": [{"fault_type": "schema_drift", "payload": {"rename_args": {"query": "q"}}, "severity": "hard", "trigger": {"on_nth_call": 1, "on_tool": "search_docs"}}], "gold_summary": null, "initial_state": {"docs": [{"id": "dd0429", "text": "onboarding incident 4 root cause and mitigation timeline", "title": "Onboarding Incident Brief 429"}, {"id": "xd0429", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 429"}]}, "instruction": "Run document search with query 'onboarding incident 4'.", "seed": 52429, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_retrieval_0429", "tool_schemas": [{"additionalProperties": false, "name": "search_docs", "properties": {"query": {"type": "string"}, "top_k": {"type": "integer"}}, "required": ["query", "top_k"]}, {"additionalProperties": false, "name": "get_doc", "properties": {"doc_id": {"type": "string"}}, "required": ["doc_id"]}], "toolset_id": "retrieval_v1"}
+{"budget": {"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 430"}}, "instruction": "Write 'entry-dev-430-922' to /drafts/summary_dev_430.md.", "seed": 52430, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_dev_430.md"}, {"key": "/drafts/summary_dev_430.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-430-922"}], "task_id": "dev_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_dev_1"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 52431, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0432": {"id": "ad0432", "status": "active", "tier": "plus"}, "bd0432": {"id": "bd0432", "status": "active", "tier": "basic"}}}, "instruction": "Archive account ad0432 by closing it with reason user_request.", "seed": 52432, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0432.status", "value": "closed"}, {"op": "equals", "path": "accounts.ad0432.closed_reason", "value": "user_request"}], "task_id": "dev_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": "dd0433", "text": "retention incident 8 root cause and mitigation timeline", "title": "Retention Incident Brief 433"}, {"id": "xd0433", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 433"}]}, "instruction": "Search docs for 'retention incident 8' and inspect top results.", "seed": 52433, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/drafts/README.md": "team workspace", "/drafts/seed_0.txt": "seed 434"}}, "instruction": "Write 'entry-dev-434-414' to /drafts/summary_dev_434.txt.", "seed": 52434, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_dev_434.txt"}, {"key": "/drafts/summary_dev_434.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-434-414"}], "task_id": "dev_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_dev_0"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 52435, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0436": {"id": "ad0436", "status": "active", "tier": "enterprise"}, "bd0436": {"id": "bd0436", "status": "active", "tier": "enterprise"}}}, "instruction": "Set the subscription tier for ad0436 to premium.", "seed": 52436, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0436.tier", "value": "premium"}], "task_id": "dev_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": "dd0437", "text": "compliance incident 12 root cause and mitigation timeline", "title": "Compliance Incident Brief 437"}, {"id": "xd0437", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 437"}]}, "instruction": "Find relevant docs for 'compliance incident 12'.", "seed": 52437, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/notes/README.md": "team workspace", "/notes/seed_4.txt": "seed 438"}}, "instruction": "Write 'entry-dev-438-175' to /notes/rollup_dev_438.txt.", "seed": 52438, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_dev_438.txt"}, {"key": "/notes/rollup_dev_438.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-438-175"}], "task_id": "dev_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"}
+{"budget": {"max_retries": 2, "max_steps": 6, "max_tool_calls": 6, "timeout_ms": 1000}, "difficulty": "medium", "domain": "scheduling", "fault_plan": [{"fault_type": "timeout", "payload": {"timeout_ms": 50}, "severity": "soft", "trigger": {"on_nth_call": 1, "on_tool": "validate_cron"}}], "gold_summary": null, "initial_state": {"jobs": [{"command": "seed_task", "cron": "0 * * * *", "name": "seed_job_dev_4"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 52439, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_scheduling_0439", "tool_schemas": [{"additionalProperties": false, "name": "create_job", "properties": {"command": {"type": "string"}, "cron": {"type": "string"}, "name": {"type": "string"}}, "required": ["name", "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": {"/reports/README.md": "team workspace", "/reports/seed_1.txt": "seed 442"}}, "instruction": "Store the text 'entry-dev-442-812' at /reports/rollup_dev_442.md.", "seed": 52442, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_dev_442.md"}, {"key": "/reports/rollup_dev_442.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-442-812"}], "task_id": "dev_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": {"ad0444": {"id": "ad0444", "status": "active", "tier": "plus"}, "bd0444": {"id": "bd0444", "status": "active", "tier": "premium"}}}, "instruction": "Close account ad0444 and mark the reason as risk_review.", "seed": 52444, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0444.status", "value": "closed"}, {"op": "equals", "path": "accounts.ad0444.closed_reason", "value": "risk_review"}], "task_id": "dev_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": "dd0445", "text": "onboarding incident 3 root cause and mitigation timeline", "title": "Onboarding Incident Brief 445"}, {"id": "xd0445", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 445"}]}, "instruction": "Find relevant docs for 'onboarding incident 3'.", "seed": 52445, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/snapshots/README.md": "team workspace", "/snapshots/seed_5.txt": "seed 446"}}, "instruction": "Write 'entry-dev-446-292' to /snapshots/runbook_dev_446.md.", "seed": 52446, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/runbook_dev_446.md"}, {"key": "/snapshots/runbook_dev_446.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-446-292"}], "task_id": "dev_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_dev_2"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 52447, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"ad0448": {"id": "ad0448", "status": "active", "tier": "plus"}, "bd0448": {"id": "bd0448", "status": "active", "tier": "plus"}}}, "instruction": "Update account ad0448 so tier is basic.", "seed": 52448, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0448.tier", "value": "basic"}], "task_id": "dev_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": "dd0449", "text": "billing incident 7 root cause and mitigation timeline", "title": "Billing Incident Brief 449"}, {"id": "xd0449", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 449"}]}, "instruction": "Search docs for 'billing incident 7' and inspect top results.", "seed": 52449, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/exports/README.md": "team workspace", "/exports/seed_2.txt": "seed 450"}}, "instruction": "Create file /exports/summary_dev_450.md with content 'entry-dev-450-597'.", "seed": 52450, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_dev_450.md"}, {"key": "/exports/summary_dev_450.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-450-597"}], "task_id": "dev_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"}
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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": 1229}}}], "gold_summary": null, "initial_state": {"accounts": {"ad0452": {"id": "ad0452", "status": "active", "tier": "enterprise"}, "bd0452": {"id": "bd0452", "status": "active", "tier": "enterprise"}}}, "instruction": "Create a new account with id nd0452.", "seed": 52452, "split": "dev", "success_criteria": [{"op": "in", "path": "accounts", "value": "nd0452"}, {"op": "equals", "path": "accounts.nd0452.status", "value": "active"}], "task_id": "dev_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": "dd0453", "text": "retention incident 11 root cause and mitigation timeline", "title": "Retention Incident Brief 453"}, {"id": "xd0453", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 453"}]}, "instruction": "Search docs for 'retention incident 11' and inspect top results.", "seed": 52453, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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"}
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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_dev_0"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 52455, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0456": {"id": "ad0456", "status": "active", "tier": "enterprise"}, "bd0456": {"id": "bd0456", "status": "active", "tier": "enterprise"}}}, "instruction": "Deactivate user account ad0456; use reason compliance.", "seed": 52456, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0456.status", "value": "closed"}, {"op": "equals", "path": "accounts.ad0456.closed_reason", "value": "compliance"}], "task_id": "dev_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": "dd0457", "text": "billing incident 15 root cause and mitigation timeline", "title": "Billing Incident Brief 457"}, {"id": "xd0457", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 457"}]}, "instruction": "Search docs for 'billing incident 15' and inspect top results.", "seed": 52457, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/snapshots/README.md": "team workspace", "/snapshots/seed_3.txt": "seed 458"}}, "instruction": "Write 'entry-dev-458-807' to /snapshots/runbook_dev_458.md.", "seed": 52458, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/runbook_dev_458.md"}, {"key": "/snapshots/runbook_dev_458.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-458-807"}], "task_id": "dev_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_dev_4"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 52459, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"ad0460": {"id": "ad0460", "status": "active", "tier": "enterprise"}, "bd0460": {"id": "bd0460", "status": "active", "tier": "premium"}}}, "instruction": "Set the subscription tier for ad0460 to basic.", "seed": 52460, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0460.tier", "value": "basic"}], "task_id": "dev_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": "dd0461", "text": "compliance incident 2 root cause and mitigation timeline", "title": "Compliance Incident Brief 461"}, {"id": "xd0461", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 461"}]}, "instruction": "Search docs for 'compliance incident 2' and inspect top results.", "seed": 52461, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/notes/README.md": "team workspace", "/notes/seed_0.txt": "seed 462"}}, "instruction": "Create file /notes/rollup_dev_462.md with content 'entry-dev-462-678'.", "seed": 52462, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_dev_462.md"}, {"key": "/notes/rollup_dev_462.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-462-678"}], "task_id": "dev_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_dev_3"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 52463, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0464": {"id": "ad0464", "status": "active", "tier": "basic"}, "bd0464": {"id": "bd0464", "status": "active", "tier": "premium"}}}, "instruction": "Create a new account with id nd0464.", "seed": 52464, "split": "dev", "success_criteria": [{"op": "in", "path": "accounts", "value": "nd0464"}, {"op": "equals", "path": "accounts.nd0464.status", "value": "active"}], "task_id": "dev_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": "dd0465", "text": "onboarding incident 6 root cause and mitigation timeline", "title": "Onboarding Incident Brief 465"}, {"id": "xd0465", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 465"}]}, "instruction": "Search docs for 'onboarding incident 6' and inspect top results.", "seed": 52465, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/exports/README.md": "team workspace", "/exports/seed_4.txt": "seed 466"}}, "instruction": "Create file /exports/status_dev_466.txt with content 'entry-dev-466-811'.", "seed": 52466, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_dev_466.txt"}, {"key": "/exports/status_dev_466.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-466-811"}], "task_id": "dev_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_dev_2"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 52467, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0468": {"id": "ad0468", "status": "active", "tier": "basic"}, "bd0468": {"id": "bd0468", "status": "active", "tier": "plus"}}}, "instruction": "Deactivate user account ad0468; use reason compliance.", "seed": 52468, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0468.status", "value": "closed"}, {"op": "equals", "path": "accounts.ad0468.closed_reason", "value": "compliance"}], "task_id": "dev_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": "dd0469", "text": "retention incident 10 root cause and mitigation timeline", "title": "Retention Incident Brief 469"}, {"id": "xd0469", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 469"}]}, "instruction": "Run document search with query 'retention incident 10'.", "seed": 52469, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/exports/README.md": "team workspace", "/exports/seed_1.txt": "seed 470"}}, "instruction": "Create file /exports/status_dev_470.txt with content 'entry-dev-470-973'.", "seed": 52470, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_dev_470.txt"}, {"key": "/exports/status_dev_470.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-470-973"}], "task_id": "dev_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_dev_1"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 52471, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0472": {"id": "ad0472", "status": "active", "tier": "premium"}, "bd0472": {"id": "bd0472", "status": "active", "tier": "enterprise"}}}, "instruction": "Set the subscription tier for ad0472 to enterprise.", "seed": 52472, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0472.tier", "value": "enterprise"}], "task_id": "dev_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": "dd0473", "text": "compliance incident 14 root cause and mitigation timeline", "title": "Compliance Incident Brief 473"}, {"id": "xd0473", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 473"}]}, "instruction": "Search docs for 'compliance incident 14' and inspect top results.", "seed": 52473, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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"}
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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": 1253}}}], "gold_summary": null, "initial_state": {"accounts": {"ad0476": {"id": "ad0476", "status": "active", "tier": "premium"}, "bd0476": {"id": "bd0476", "status": "active", "tier": "basic"}}}, "instruction": "Register account nd0476 with active status.", "seed": 52476, "split": "dev", "success_criteria": [{"op": "in", "path": "accounts", "value": "nd0476"}, {"op": "equals", "path": "accounts.nd0476.status", "value": "active"}], "task_id": "dev_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": "dd0477", "text": "onboarding incident 1 root cause and mitigation timeline", "title": "Onboarding Incident Brief 477"}, {"id": "xd0477", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 477"}]}, "instruction": "Find relevant docs for 'onboarding incident 1'.", "seed": 52477, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": 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 478"}}, "instruction": "Store the text 'entry-dev-478-953' at /drafts/delta_dev_478.txt.", "seed": 52478, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_dev_478.txt"}, {"key": "/drafts/delta_dev_478.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-478-953"}], "task_id": "dev_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_dev_4"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 52479, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0480": {"id": "ad0480", "status": "active", "tier": "plus"}, "bd0480": {"id": "bd0480", "status": "active", "tier": "premium"}}}, "instruction": "Deactivate user account ad0480; use reason compliance.", "seed": 52480, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0480.status", "value": "closed"}, {"op": "equals", "path": "accounts.ad0480.closed_reason", "value": "compliance"}], "task_id": "dev_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": "dd0481", "text": "billing incident 5 root cause and mitigation timeline", "title": "Billing Incident Brief 481"}, {"id": "xd0481", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 481"}]}, "instruction": "Find relevant docs for 'billing incident 5'.", "seed": 52481, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/notes/README.md": "team workspace", "/notes/seed_6.txt": "seed 482"}}, "instruction": "Write 'entry-dev-482-329' to /notes/status_dev_482.txt.", "seed": 52482, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_dev_482.txt"}, {"key": "/notes/status_dev_482.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-482-329"}], "task_id": "dev_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_dev_3"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 52483, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0484": {"id": "ad0484", "status": "active", "tier": "plus"}, "bd0484": {"id": "bd0484", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account ad0484 with tier=enterprise.", "seed": 52484, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0484.tier", "value": "enterprise"}], "task_id": "dev_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": "dd0485", "text": "onboarding incident 9 root cause and mitigation timeline", "title": "Onboarding Incident Brief 485"}, {"id": "xd0485", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 485"}]}, "instruction": "Find relevant docs for 'onboarding incident 9'.", "seed": 52485, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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"}
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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": 1265}}}], "gold_summary": null, "initial_state": {"accounts": {"ad0488": {"id": "ad0488", "status": "active", "tier": "enterprise"}, "bd0488": {"id": "bd0488", "status": "active", "tier": "basic"}}}, "instruction": "Add customer account nd0488.", "seed": 52488, "split": "dev", "success_criteria": [{"op": "in", "path": "accounts", "value": "nd0488"}, {"op": "equals", "path": "accounts.nd0488.status", "value": "active"}], "task_id": "dev_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": "dd0489", "text": "security incident 13 root cause and mitigation timeline", "title": "Security Incident Brief 489"}, {"id": "xd0489", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 489"}]}, "instruction": "Run document search with query 'security incident 13'.", "seed": 52489, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": 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 490"}}, "instruction": "Store the text 'entry-dev-490-408' at /reports/rollup_dev_490.md.", "seed": 52490, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_dev_490.md"}, {"key": "/reports/rollup_dev_490.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-490-408"}], "task_id": "dev_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_dev_1"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 52491, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0492": {"id": "ad0492", "status": "active", "tier": "premium"}, "bd0492": {"id": "bd0492", "status": "active", "tier": "plus"}}}, "instruction": "Close account ad0492 and mark the reason as risk_review.", "seed": 52492, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0492.status", "value": "closed"}, {"op": "equals", "path": "accounts.ad0492.closed_reason", "value": "risk_review"}], "task_id": "dev_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": "dd0493", "text": "security incident 0 root cause and mitigation timeline", "title": "Security Incident Brief 493"}, {"id": "xd0493", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 493"}]}, "instruction": "Search docs for 'security incident 0' and inspect top results.", "seed": 52493, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/exports/README.md": "team workspace", "/exports/seed_4.txt": "seed 494"}}, "instruction": "Create file /exports/runbook_dev_494.log with content 'entry-dev-494-543'.", "seed": 52494, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_dev_494.log"}, {"key": "/exports/runbook_dev_494.log", "op": "map_value_equals", "path": "files", "value": "entry-dev-494-543"}], "task_id": "dev_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_dev_0"}]}, "instruction": "Run cron validation for '0 * * * *'.", "seed": 52495, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"ad0496": {"id": "ad0496", "status": "active", "tier": "plus"}, "bd0496": {"id": "bd0496", "status": "active", "tier": "basic"}}}, "instruction": "Update account ad0496 so tier is enterprise.", "seed": 52496, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0496.tier", "value": "enterprise"}], "task_id": "dev_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": "dd0497", "text": "retention incident 4 root cause and mitigation timeline", "title": "Retention Incident Brief 497"}, {"id": "xd0497", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 497"}]}, "instruction": "Search docs for 'retention incident 4' and inspect top results.", "seed": 52497, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/drafts/README.md": "team workspace", "/drafts/seed_1.txt": "seed 498"}}, "instruction": "Create file /drafts/summary_dev_498.txt with content 'entry-dev-498-851'.", "seed": 52498, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_dev_498.txt"}, {"key": "/drafts/summary_dev_498.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-498-851"}], "task_id": "dev_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_dev_4"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 52499, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0500": {"id": "ad0500", "status": "active", "tier": "enterprise"}, "bd0500": {"id": "bd0500", "status": "active", "tier": "premium"}}}, "instruction": "Add customer account nd0500.", "seed": 52500, "split": "dev", "success_criteria": [{"op": "in", "path": "accounts", "value": "nd0500"}, {"op": "equals", "path": "accounts.nd0500.status", "value": "active"}], "task_id": "dev_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": "dd0501", "text": "latency incident 8 root cause and mitigation timeline", "title": "Latency Incident Brief 501"}, {"id": "xd0501", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 501"}]}, "instruction": "Search docs for 'latency incident 8' and inspect top results.", "seed": 52501, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/notes/README.md": "team workspace", "/notes/seed_5.txt": "seed 502"}}, "instruction": "Store the text 'entry-dev-502-687' at /notes/rollup_dev_502.txt.", "seed": 52502, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_dev_502.txt"}, {"key": "/notes/rollup_dev_502.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-502-687"}], "task_id": "dev_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_dev_3"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 52503, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0504": {"id": "ad0504", "status": "active", "tier": "premium"}, "bd0504": {"id": "bd0504", "status": "active", "tier": "premium"}}}, "instruction": "Deactivate user account ad0504; use reason duplicate_account.", "seed": 52504, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0504.status", "value": "closed"}, {"op": "equals", "path": "accounts.ad0504.closed_reason", "value": "duplicate_account"}], "task_id": "dev_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": "dd0505", "text": "compliance incident 12 root cause and mitigation timeline", "title": "Compliance Incident Brief 505"}, {"id": "xd0505", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 505"}]}, "instruction": "Search docs for 'compliance incident 12' and inspect top results.", "seed": 52505, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/reports/README.md": "team workspace", "/reports/seed_2.txt": "seed 506"}}, "instruction": "Create file /reports/status_dev_506.log with content 'entry-dev-506-663'.", "seed": 52506, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/status_dev_506.log"}, {"key": "/reports/status_dev_506.log", "op": "map_value_equals", "path": "files", "value": "entry-dev-506-663"}], "task_id": "dev_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_dev_2"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 52507, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0508": {"id": "ad0508", "status": "active", "tier": "plus"}, "bd0508": {"id": "bd0508", "status": "active", "tier": "plus"}}}, "instruction": "Patch account ad0508 with tier=premium.", "seed": 52508, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0508.tier", "value": "premium"}], "task_id": "dev_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": "dd0509", "text": "billing incident 16 root cause and mitigation timeline", "title": "Billing Incident Brief 509"}, {"id": "xd0509", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 509"}]}, "instruction": "Search docs for 'billing incident 16' and inspect top results.", "seed": 52509, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/exports/README.md": "team workspace", "/exports/seed_6.txt": "seed 510"}}, "instruction": "Create file /exports/rollup_dev_510.md with content 'entry-dev-510-287'.", "seed": 52510, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_dev_510.md"}, {"key": "/exports/rollup_dev_510.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-510-287"}], "task_id": "dev_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_dev_1"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 52511, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0512": {"id": "ad0512", "status": "active", "tier": "premium"}, "bd0512": {"id": "bd0512", "status": "active", "tier": "enterprise"}}}, "instruction": "Add customer account nd0512.", "seed": 52512, "split": "dev", "success_criteria": [{"op": "in", "path": "accounts", "value": "nd0512"}, {"op": "equals", "path": "accounts.nd0512.status", "value": "active"}], "task_id": "dev_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": "dd0513", "text": "onboarding incident 3 root cause and mitigation timeline", "title": "Onboarding Incident Brief 513"}, {"id": "xd0513", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 513"}]}, "instruction": "Find relevant docs for 'onboarding incident 3'.", "seed": 52513, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": 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 514"}}, "instruction": "Store the text 'entry-dev-514-133' at /snapshots/delta_dev_514.txt.", "seed": 52514, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/delta_dev_514.txt"}, {"key": "/snapshots/delta_dev_514.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-514-133"}], "task_id": "dev_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_dev_0"}]}, "instruction": "Check whether '5 4 * * *' is a valid cron schedule.", "seed": 52515, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0516": {"id": "ad0516", "status": "active", "tier": "basic"}, "bd0516": {"id": "bd0516", "status": "active", "tier": "basic"}}}, "instruction": "Deactivate user account ad0516; use reason compliance.", "seed": 52516, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0516.status", "value": "closed"}, {"op": "equals", "path": "accounts.ad0516.closed_reason", "value": "compliance"}], "task_id": "dev_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": "dd0517", "text": "latency incident 7 root cause and mitigation timeline", "title": "Latency Incident Brief 517"}, {"id": "xd0517", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 517"}]}, "instruction": "Run document search with query 'latency incident 7'.", "seed": 52517, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/exports/README.md": "team workspace", "/exports/seed_0.txt": "seed 518"}}, "instruction": "Write 'entry-dev-518-409' to /exports/status_dev_518.txt.", "seed": 52518, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_dev_518.txt"}, {"key": "/exports/status_dev_518.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-518-409"}], "task_id": "dev_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_dev_4"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 52519, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"ad0520": {"id": "ad0520", "status": "active", "tier": "premium"}, "bd0520": {"id": "bd0520", "status": "active", "tier": "plus"}}}, "instruction": "Update account ad0520 so tier is basic.", "seed": 52520, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0520.tier", "value": "basic"}], "task_id": "dev_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": "dd0521", "text": "compliance incident 11 root cause and mitigation timeline", "title": "Compliance Incident Brief 521"}, {"id": "xd0521", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 521"}]}, "instruction": "Run document search with query 'compliance incident 11'.", "seed": 52521, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/drafts/README.md": "team workspace", "/drafts/seed_4.txt": "seed 522"}}, "instruction": "Write 'entry-dev-522-847' to /drafts/rollup_dev_522.md.", "seed": 52522, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/rollup_dev_522.md"}, {"key": "/drafts/rollup_dev_522.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-522-847"}], "task_id": "dev_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"}
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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": 1337}}}], "gold_summary": null, "initial_state": {"accounts": {"ad0560": {"id": "ad0560", "status": "active", "tier": "basic"}, "bd0560": {"id": "bd0560", "status": "active", "tier": "premium"}}}, "instruction": "Add customer account nd0560.", "seed": 52560, "split": "dev", "success_criteria": [{"op": "in", "path": "accounts", "value": "nd0560"}, {"op": "equals", "path": "accounts.nd0560.status", "value": "active"}], "task_id": "dev_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": "dd0561", "text": "billing incident 0 root cause and mitigation timeline", "title": "Billing Incident Brief 561"}, {"id": "xd0561", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 561"}]}, "instruction": "Find relevant docs for 'billing incident 0'.", "seed": 52561, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/drafts/README.md": "team workspace", "/drafts/seed_2.txt": "seed 562"}}, "instruction": "Store the text 'entry-dev-562-701' at /drafts/runbook_dev_562.txt.", "seed": 52562, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/runbook_dev_562.txt"}, {"key": "/drafts/runbook_dev_562.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-562-701"}], "task_id": "dev_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_dev_3"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 52563, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0564": {"id": "ad0564", "status": "active", "tier": "basic"}, "bd0564": {"id": "bd0564", "status": "active", "tier": "basic"}}}, "instruction": "Close account ad0564 and mark the reason as risk_review.", "seed": 52564, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0564.status", "value": "closed"}, {"op": "equals", "path": "accounts.ad0564.closed_reason", "value": "risk_review"}], "task_id": "dev_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": "dd0565", "text": "security incident 4 root cause and mitigation timeline", "title": "Security Incident Brief 565"}, {"id": "xd0565", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 565"}]}, "instruction": "Run document search with query 'security incident 4'.", "seed": 52565, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": "Create file /exports/status_dev_566.txt with content 'entry-dev-566-670'.", "seed": 52566, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/status_dev_566.txt"}, {"key": "/exports/status_dev_566.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-566-670"}], "task_id": "dev_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"}
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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": {"ad0568": {"id": "ad0568", "status": "active", "tier": "premium"}, "bd0568": {"id": "bd0568", "status": "active", "tier": "plus"}}}, "instruction": "Update account ad0568 so tier is basic.", "seed": 52568, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0568.tier", "value": "basic"}], "task_id": "dev_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": "dd0569", "text": "security incident 8 root cause and mitigation timeline", "title": "Security Incident Brief 569"}, {"id": "xd0569", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 569"}]}, "instruction": "Find relevant docs for 'security incident 8'.", "seed": 52569, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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/runbook_dev_570.log with content 'entry-dev-570-761'.", "seed": 52570, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_dev_570.log"}, {"key": "/exports/runbook_dev_570.log", "op": "map_value_equals", "path": "files", "value": "entry-dev-570-761"}], "task_id": "dev_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"}
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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": 1349}}}], "gold_summary": null, "initial_state": {"accounts": {"ad0572": {"id": "ad0572", "status": "active", "tier": "plus"}, "bd0572": {"id": "bd0572", "status": "active", "tier": "premium"}}}, "instruction": "Register account nd0572 with active status.", "seed": 52572, "split": "dev", "success_criteria": [{"op": "in", "path": "accounts", "value": "nd0572"}, {"op": "equals", "path": "accounts.nd0572.status", "value": "active"}], "task_id": "dev_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": "dd0573", "text": "latency incident 12 root cause and mitigation timeline", "title": "Latency Incident Brief 573"}, {"id": "xd0573", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 573"}]}, "instruction": "Search docs for 'latency incident 12' and inspect top results.", "seed": 52573, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/exports/README.md": "team workspace", "/exports/seed_0.txt": "seed 574"}}, "instruction": "Store the text 'entry-dev-574-611' at /exports/delta_dev_574.log.", "seed": 52574, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/delta_dev_574.log"}, {"key": "/exports/delta_dev_574.log", "op": "map_value_equals", "path": "files", "value": "entry-dev-574-611"}], "task_id": "dev_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"}
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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": 1403}}}], "gold_summary": null, "initial_state": {"files": {"/notes/README.md": "team workspace", "/notes/seed_3.txt": "seed 626"}}, "instruction": "Create file /notes/summary_dev_626.txt with content 'entry-dev-626-324'.", "seed": 52626, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/summary_dev_626.txt"}, {"key": "/notes/summary_dev_626.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-626-324"}], "task_id": "dev_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_dev_2"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 52627, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0628": {"id": "ad0628", "status": "active", "tier": "plus"}, "bd0628": {"id": "bd0628", "status": "active", "tier": "basic"}}}, "instruction": "Update account ad0628 so tier is enterprise.", "seed": 52628, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0628.tier", "value": "enterprise"}], "task_id": "dev_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": "dd0629", "text": "latency incident 0 root cause and mitigation timeline", "title": "Latency Incident Brief 629"}, {"id": "xd0629", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 629"}]}, "instruction": "Find relevant docs for 'latency incident 0'.", "seed": 52629, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/drafts/README.md": "team workspace", "/drafts/seed_0.txt": "seed 630"}}, "instruction": "Store the text 'entry-dev-630-298' at /drafts/delta_dev_630.md.", "seed": 52630, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_dev_630.md"}, {"key": "/drafts/delta_dev_630.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-630-298"}], "task_id": "dev_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_dev_1"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 52631, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0632": {"id": "ad0632", "status": "active", "tier": "premium"}, "bd0632": {"id": "bd0632", "status": "active", "tier": "basic"}}}, "instruction": "Register account nd0632 with active status.", "seed": 52632, "split": "dev", "success_criteria": [{"op": "in", "path": "accounts", "value": "nd0632"}, {"op": "equals", "path": "accounts.nd0632.status", "value": "active"}], "task_id": "dev_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": "dd0633", "text": "security incident 4 root cause and mitigation timeline", "title": "Security Incident Brief 633"}, {"id": "xd0633", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 633"}]}, "instruction": "Search docs for 'security incident 4' and inspect top results.", "seed": 52633, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": 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 634"}}, "instruction": "Write 'entry-dev-634-826' to /notes/status_dev_634.log.", "seed": 52634, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_dev_634.log"}, {"key": "/notes/status_dev_634.log", "op": "map_value_equals", "path": "files", "value": "entry-dev-634-826"}], "task_id": "dev_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_dev_0"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 52635, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0636": {"id": "ad0636", "status": "active", "tier": "plus"}, "bd0636": {"id": "bd0636", "status": "active", "tier": "basic"}}}, "instruction": "Deactivate user account ad0636; use reason user_request.", "seed": 52636, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0636.status", "value": "closed"}, {"op": "equals", "path": "accounts.ad0636.closed_reason", "value": "user_request"}], "task_id": "dev_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": "dd0637", "text": "compliance incident 8 root cause and mitigation timeline", "title": "Compliance Incident Brief 637"}, {"id": "xd0637", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 637"}]}, "instruction": "Find relevant docs for 'compliance incident 8'.", "seed": 52637, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/snapshots/README.md": "team workspace", "/snapshots/seed_1.txt": "seed 638"}}, "instruction": "Create file /snapshots/status_dev_638.md with content 'entry-dev-638-874'.", "seed": 52638, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/status_dev_638.md"}, {"key": "/snapshots/status_dev_638.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-638-874"}], "task_id": "dev_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_dev_4"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 52639, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"ad0640": {"id": "ad0640", "status": "active", "tier": "plus"}, "bd0640": {"id": "bd0640", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account ad0640 with tier=enterprise.", "seed": 52640, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0640.tier", "value": "enterprise"}], "task_id": "dev_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": "dd0641", "text": "security incident 12 root cause and mitigation timeline", "title": "Security Incident Brief 641"}, {"id": "xd0641", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 641"}]}, "instruction": "Run document search with query 'security incident 12'.", "seed": 52641, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/reports/README.md": "team workspace", "/reports/seed_5.txt": "seed 642"}}, "instruction": "Write 'entry-dev-642-750' to /reports/delta_dev_642.md.", "seed": 52642, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/delta_dev_642.md"}, {"key": "/reports/delta_dev_642.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-642-750"}], "task_id": "dev_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_dev_3"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 52643, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0644": {"id": "ad0644", "status": "active", "tier": "enterprise"}, "bd0644": {"id": "bd0644", "status": "active", "tier": "plus"}}}, "instruction": "Register account nd0644 with active status.", "seed": 52644, "split": "dev", "success_criteria": [{"op": "in", "path": "accounts", "value": "nd0644"}, {"op": "equals", "path": "accounts.nd0644.status", "value": "active"}], "task_id": "dev_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"}
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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": {"ad0660": {"id": "ad0660", "status": "active", "tier": "enterprise"}, "bd0660": {"id": "bd0660", "status": "active", "tier": "basic"}}}, "instruction": "Archive account ad0660 by closing it with reason risk_review.", "seed": 52660, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0660.status", "value": "closed"}, {"op": "equals", "path": "accounts.ad0660.closed_reason", "value": "risk_review"}], "task_id": "dev_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": "dd0661", "text": "compliance incident 15 root cause and mitigation timeline", "title": "Compliance Incident Brief 661"}, {"id": "xd0661", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 661"}]}, "instruction": "Run document search with query 'compliance incident 15'.", "seed": 52661, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/snapshots/README.md": "team workspace", "/snapshots/seed_4.txt": "seed 662"}}, "instruction": "Write 'entry-dev-662-882' to /snapshots/delta_dev_662.md.", "seed": 52662, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/delta_dev_662.md"}, {"key": "/snapshots/delta_dev_662.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-662-882"}], "task_id": "dev_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_dev_3"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 52663, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"ad0664": {"id": "ad0664", "status": "active", "tier": "plus"}, "bd0664": {"id": "bd0664", "status": "active", "tier": "enterprise"}}}, "instruction": "Update account ad0664 so tier is premium.", "seed": 52664, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0664.tier", "value": "premium"}], "task_id": "dev_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": "dd0665", "text": "onboarding incident 2 root cause and mitigation timeline", "title": "Onboarding Incident Brief 665"}, {"id": "xd0665", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 665"}]}, "instruction": "Find relevant docs for 'onboarding incident 2'.", "seed": 52665, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/notes/README.md": "team workspace", "/notes/seed_1.txt": "seed 666"}}, "instruction": "Write 'entry-dev-666-433' to /notes/status_dev_666.md.", "seed": 52666, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/status_dev_666.md"}, {"key": "/notes/status_dev_666.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-666-433"}], "task_id": "dev_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_dev_2"}]}, "instruction": "Run cron validation for '0 0 * * *'.", "seed": 52667, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0668": {"id": "ad0668", "status": "active", "tier": "basic"}, "bd0668": {"id": "bd0668", "status": "active", "tier": "premium"}}}, "instruction": "Create a new account with id nd0668.", "seed": 52668, "split": "dev", "success_criteria": [{"op": "in", "path": "accounts", "value": "nd0668"}, {"op": "equals", "path": "accounts.nd0668.status", "value": "active"}], "task_id": "dev_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": "dd0669", "text": "onboarding incident 6 root cause and mitigation timeline", "title": "Onboarding Incident Brief 669"}, {"id": "xd0669", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 669"}]}, "instruction": "Search docs for 'onboarding incident 6' and inspect top results.", "seed": 52669, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/snapshots/README.md": "team workspace", "/snapshots/seed_5.txt": "seed 670"}}, "instruction": "Write 'entry-dev-670-586' to /snapshots/runbook_dev_670.log.", "seed": 52670, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/runbook_dev_670.log"}, {"key": "/snapshots/runbook_dev_670.log", "op": "map_value_equals", "path": "files", "value": "entry-dev-670-586"}], "task_id": "dev_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_dev_1"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 52671, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0672": {"id": "ad0672", "status": "active", "tier": "enterprise"}, "bd0672": {"id": "bd0672", "status": "active", "tier": "enterprise"}}}, "instruction": "Close account ad0672 and mark the reason as compliance.", "seed": 52672, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0672.status", "value": "closed"}, {"op": "equals", "path": "accounts.ad0672.closed_reason", "value": "compliance"}], "task_id": "dev_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": "dd0673", "text": "onboarding incident 10 root cause and mitigation timeline", "title": "Onboarding Incident Brief 673"}, {"id": "xd0673", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 673"}]}, "instruction": "Find relevant docs for 'onboarding incident 10'.", "seed": 52673, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/notes/README.md": "team workspace", "/notes/seed_2.txt": "seed 674"}}, "instruction": "Store the text 'entry-dev-674-802' at /notes/rollup_dev_674.md.", "seed": 52674, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/rollup_dev_674.md"}, {"key": "/notes/rollup_dev_674.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-674-802"}], "task_id": "dev_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_dev_0"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 52675, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"ad0676": {"id": "ad0676", "status": "active", "tier": "premium"}, "bd0676": {"id": "bd0676", "status": "active", "tier": "premium"}}}, "instruction": "Update account ad0676 so tier is plus.", "seed": 52676, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0676.tier", "value": "plus"}], "task_id": "dev_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": "dd0677", "text": "onboarding incident 14 root cause and mitigation timeline", "title": "Onboarding Incident Brief 677"}, {"id": "xd0677", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 677"}]}, "instruction": "Run document search with query 'onboarding incident 14'.", "seed": 52677, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/reports/README.md": "team workspace", "/reports/seed_6.txt": "seed 678"}}, "instruction": "Create file /reports/rollup_dev_678.md with content 'entry-dev-678-348'.", "seed": 52678, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_dev_678.md"}, {"key": "/reports/rollup_dev_678.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-678-348"}], "task_id": "dev_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_dev_4"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 52679, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0680": {"id": "ad0680", "status": "active", "tier": "enterprise"}, "bd0680": {"id": "bd0680", "status": "active", "tier": "basic"}}}, "instruction": "Register account nd0680 with active status.", "seed": 52680, "split": "dev", "success_criteria": [{"op": "in", "path": "accounts", "value": "nd0680"}, {"op": "equals", "path": "accounts.nd0680.status", "value": "active"}], "task_id": "dev_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": "dd0681", "text": "latency incident 1 root cause and mitigation timeline", "title": "Latency Incident Brief 681"}, {"id": "xd0681", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 681"}]}, "instruction": "Find relevant docs for 'latency incident 1'.", "seed": 52681, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/reports/README.md": "team workspace", "/reports/seed_3.txt": "seed 682"}}, "instruction": "Write 'entry-dev-682-423' to /reports/runbook_dev_682.md.", "seed": 52682, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_dev_682.md"}, {"key": "/reports/runbook_dev_682.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-682-423"}], "task_id": "dev_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_dev_3"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 52683, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0684": {"id": "ad0684", "status": "active", "tier": "plus"}, "bd0684": {"id": "bd0684", "status": "active", "tier": "basic"}}}, "instruction": "Deactivate user account ad0684; use reason risk_review.", "seed": 52684, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0684.status", "value": "closed"}, {"op": "equals", "path": "accounts.ad0684.closed_reason", "value": "risk_review"}], "task_id": "dev_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": "dd0685", "text": "security incident 5 root cause and mitigation timeline", "title": "Security Incident Brief 685"}, {"id": "xd0685", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 685"}]}, "instruction": "Search docs for 'security incident 5' and inspect top results.", "seed": 52685, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/snapshots/README.md": "team workspace", "/snapshots/seed_0.txt": "seed 686"}}, "instruction": "Store the text 'entry-dev-686-666' at /snapshots/rollup_dev_686.md.", "seed": 52686, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/rollup_dev_686.md"}, {"key": "/snapshots/rollup_dev_686.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-686-666"}], "task_id": "dev_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_dev_2"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 52687, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0688": {"id": "ad0688", "status": "active", "tier": "premium"}, "bd0688": {"id": "bd0688", "status": "active", "tier": "premium"}}}, "instruction": "Set the subscription tier for ad0688 to enterprise.", "seed": 52688, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0688.tier", "value": "enterprise"}], "task_id": "dev_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": "dd0689", "text": "security incident 9 root cause and mitigation timeline", "title": "Security Incident Brief 689"}, {"id": "xd0689", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 689"}]}, "instruction": "Find relevant docs for 'security incident 9'.", "seed": 52689, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/notes/README.md": "team workspace", "/notes/seed_4.txt": "seed 690"}}, "instruction": "Store the text 'entry-dev-690-294' at /notes/delta_dev_690.log.", "seed": 52690, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_dev_690.log"}, {"key": "/notes/delta_dev_690.log", "op": "map_value_equals", "path": "files", "value": "entry-dev-690-294"}], "task_id": "dev_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_dev_1"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 52691, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0692": {"id": "ad0692", "status": "active", "tier": "plus"}, "bd0692": {"id": "bd0692", "status": "active", "tier": "enterprise"}}}, "instruction": "Register account nd0692 with active status.", "seed": 52692, "split": "dev", "success_criteria": [{"op": "in", "path": "accounts", "value": "nd0692"}, {"op": "equals", "path": "accounts.nd0692.status", "value": "active"}], "task_id": "dev_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": "dd0693", "text": "retention incident 13 root cause and mitigation timeline", "title": "Retention Incident Brief 693"}, {"id": "xd0693", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 693"}]}, "instruction": "Find relevant docs for 'retention incident 13'.", "seed": 52693, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/exports/README.md": "team workspace", "/exports/seed_1.txt": "seed 694"}}, "instruction": "Write 'entry-dev-694-114' to /exports/rollup_dev_694.txt.", "seed": 52694, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/rollup_dev_694.txt"}, {"key": "/exports/rollup_dev_694.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-694-114"}], "task_id": "dev_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_dev_0"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 52695, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0696": {"id": "ad0696", "status": "active", "tier": "plus"}, "bd0696": {"id": "bd0696", "status": "active", "tier": "premium"}}}, "instruction": "Archive account ad0696 by closing it with reason compliance.", "seed": 52696, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0696.status", "value": "closed"}, {"op": "equals", "path": "accounts.ad0696.closed_reason", "value": "compliance"}], "task_id": "dev_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": "dd0697", "text": "compliance incident 0 root cause and mitigation timeline", "title": "Compliance Incident Brief 697"}, {"id": "xd0697", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 697"}]}, "instruction": "Find relevant docs for 'compliance incident 0'.", "seed": 52697, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/notes/README.md": "team workspace", "/notes/seed_5.txt": "seed 698"}}, "instruction": "Write 'entry-dev-698-308' to /notes/runbook_dev_698.log.", "seed": 52698, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/runbook_dev_698.log"}, {"key": "/notes/runbook_dev_698.log", "op": "map_value_equals", "path": "files", "value": "entry-dev-698-308"}], "task_id": "dev_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_dev_4"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 52699, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"ad0700": {"id": "ad0700", "status": "active", "tier": "premium"}, "bd0700": {"id": "bd0700", "status": "active", "tier": "plus"}}}, "instruction": "Set the subscription tier for ad0700 to enterprise.", "seed": 52700, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0700.tier", "value": "enterprise"}], "task_id": "dev_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": "dd0701", "text": "compliance incident 4 root cause and mitigation timeline", "title": "Compliance Incident Brief 701"}, {"id": "xd0701", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 701"}]}, "instruction": "Find relevant docs for 'compliance incident 4'.", "seed": 52701, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/reports/README.md": "team workspace", "/reports/seed_2.txt": "seed 702"}}, "instruction": "Write 'entry-dev-702-838' to /reports/delta_dev_702.md.", "seed": 52702, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/delta_dev_702.md"}, {"key": "/reports/delta_dev_702.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-702-838"}], "task_id": "dev_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_dev_3"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 52703, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0704": {"id": "ad0704", "status": "active", "tier": "enterprise"}, "bd0704": {"id": "bd0704", "status": "active", "tier": "basic"}}}, "instruction": "Create a new account with id nd0704.", "seed": 52704, "split": "dev", "success_criteria": [{"op": "in", "path": "accounts", "value": "nd0704"}, {"op": "equals", "path": "accounts.nd0704.status", "value": "active"}], "task_id": "dev_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": "dd0705", "text": "billing incident 8 root cause and mitigation timeline", "title": "Billing Incident Brief 705"}, {"id": "xd0705", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 705"}]}, "instruction": "Run document search with query 'billing incident 8'.", "seed": 52705, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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"}
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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": {"ad0708": {"id": "ad0708", "status": "active", "tier": "basic"}, "bd0708": {"id": "bd0708", "status": "active", "tier": "enterprise"}}}, "instruction": "Archive account ad0708 by closing it with reason duplicate_account.", "seed": 52708, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0708.status", "value": "closed"}, {"op": "equals", "path": "accounts.ad0708.closed_reason", "value": "duplicate_account"}], "task_id": "dev_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": "dd0709", "text": "latency incident 12 root cause and mitigation timeline", "title": "Latency Incident Brief 709"}, {"id": "xd0709", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 709"}]}, "instruction": "Find relevant docs for 'latency incident 12'.", "seed": 52709, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/snapshots/README.md": "team workspace", "/snapshots/seed_3.txt": "seed 710"}}, "instruction": "Write 'entry-dev-710-408' to /snapshots/runbook_dev_710.txt.", "seed": 52710, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/runbook_dev_710.txt"}, {"key": "/snapshots/runbook_dev_710.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-710-408"}], "task_id": "dev_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_dev_1"}]}, "instruction": "Validate cron expression '15 * * * *'.", "seed": 52711, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"ad0712": {"id": "ad0712", "status": "active", "tier": "premium"}, "bd0712": {"id": "bd0712", "status": "active", "tier": "enterprise"}}}, "instruction": "Set the subscription tier for ad0712 to plus.", "seed": 52712, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0712.tier", "value": "plus"}], "task_id": "dev_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": "dd0713", "text": "latency incident 16 root cause and mitigation timeline", "title": "Latency Incident Brief 713"}, {"id": "xd0713", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 713"}]}, "instruction": "Search docs for 'latency incident 16' and inspect top results.", "seed": 52713, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/drafts/README.md": "team workspace", "/drafts/seed_0.txt": "seed 714"}}, "instruction": "Write 'entry-dev-714-723' to /drafts/status_dev_714.txt.", "seed": 52714, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/status_dev_714.txt"}, {"key": "/drafts/status_dev_714.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-714-723"}], "task_id": "dev_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_dev_0"}]}, "instruction": "Run cron validation for '15 * * * *'.", "seed": 52715, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0716": {"id": "ad0716", "status": "active", "tier": "premium"}, "bd0716": {"id": "bd0716", "status": "active", "tier": "basic"}}}, "instruction": "Register account nd0716 with active status.", "seed": 52716, "split": "dev", "success_criteria": [{"op": "in", "path": "accounts", "value": "nd0716"}, {"op": "equals", "path": "accounts.nd0716.status", "value": "active"}], "task_id": "dev_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": "dd0717", "text": "compliance incident 3 root cause and mitigation timeline", "title": "Compliance Incident Brief 717"}, {"id": "xd0717", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 717"}]}, "instruction": "Run document search with query 'compliance incident 3'.", "seed": 52717, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": 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 718"}}, "instruction": "Store the text 'entry-dev-718-395' at /snapshots/runbook_dev_718.log.", "seed": 52718, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/runbook_dev_718.log"}, {"key": "/snapshots/runbook_dev_718.log", "op": "map_value_equals", "path": "files", "value": "entry-dev-718-395"}], "task_id": "dev_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_dev_4"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 52719, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0720": {"id": "ad0720", "status": "active", "tier": "enterprise"}, "bd0720": {"id": "bd0720", "status": "active", "tier": "plus"}}}, "instruction": "Close account ad0720 and mark the reason as user_request.", "seed": 52720, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0720.status", "value": "closed"}, {"op": "equals", "path": "accounts.ad0720.closed_reason", "value": "user_request"}], "task_id": "dev_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": "dd0721", "text": "onboarding incident 7 root cause and mitigation timeline", "title": "Onboarding Incident Brief 721"}, {"id": "xd0721", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 721"}]}, "instruction": "Run document search with query 'onboarding incident 7'.", "seed": 52721, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/reports/README.md": "team workspace", "/reports/seed_1.txt": "seed 722"}}, "instruction": "Create file /reports/rollup_dev_722.txt with content 'entry-dev-722-240'.", "seed": 52722, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/rollup_dev_722.txt"}, {"key": "/reports/rollup_dev_722.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-722-240"}], "task_id": "dev_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_dev_3"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 52723, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"ad0724": {"id": "ad0724", "status": "active", "tier": "plus"}, "bd0724": {"id": "bd0724", "status": "active", "tier": "basic"}}}, "instruction": "Update account ad0724 so tier is enterprise.", "seed": 52724, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0724.tier", "value": "enterprise"}], "task_id": "dev_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": "dd0725", "text": "compliance incident 11 root cause and mitigation timeline", "title": "Compliance Incident Brief 725"}, {"id": "xd0725", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 725"}]}, "instruction": "Find relevant docs for 'compliance incident 11'.", "seed": 52725, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": "Create file /drafts/summary_dev_726.txt with content 'entry-dev-726-834'.", "seed": 52726, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_dev_726.txt"}, {"key": "/drafts/summary_dev_726.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-726-834"}], "task_id": "dev_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_dev_2"}]}, "instruction": "Check whether '15 * * * *' is a valid cron schedule.", "seed": 52727, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0728": {"id": "ad0728", "status": "active", "tier": "plus"}, "bd0728": {"id": "bd0728", "status": "active", "tier": "premium"}}}, "instruction": "Add customer account nd0728.", "seed": 52728, "split": "dev", "success_criteria": [{"op": "in", "path": "accounts", "value": "nd0728"}, {"op": "equals", "path": "accounts.nd0728.status", "value": "active"}], "task_id": "dev_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": "dd0729", "text": "retention incident 15 root cause and mitigation timeline", "title": "Retention Incident Brief 729"}, {"id": "xd0729", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 729"}]}, "instruction": "Find relevant docs for 'retention incident 15'.", "seed": 52729, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": 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 730"}}, "instruction": "Create file /drafts/delta_dev_730.md with content 'entry-dev-730-669'.", "seed": 52730, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/delta_dev_730.md"}, {"key": "/drafts/delta_dev_730.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-730-669"}], "task_id": "dev_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_dev_1"}]}, "instruction": "Validate cron expression '0 0 * * *'.", "seed": 52731, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0732": {"id": "ad0732", "status": "active", "tier": "premium"}, "bd0732": {"id": "bd0732", "status": "active", "tier": "premium"}}}, "instruction": "Archive account ad0732 by closing it with reason risk_review.", "seed": 52732, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0732.status", "value": "closed"}, {"op": "equals", "path": "accounts.ad0732.closed_reason", "value": "risk_review"}], "task_id": "dev_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": "dd0733", "text": "latency incident 2 root cause and mitigation timeline", "title": "Latency Incident Brief 733"}, {"id": "xd0733", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 733"}]}, "instruction": "Run document search with query 'latency incident 2'.", "seed": 52733, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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_dev_734.md with content 'entry-dev-734-600'.", "seed": 52734, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/delta_dev_734.md"}, {"key": "/reports/delta_dev_734.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-734-600"}], "task_id": "dev_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_dev_0"}]}, "instruction": "Validate cron expression '0 * * * *'.", "seed": 52735, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"ad0736": {"id": "ad0736", "status": "active", "tier": "basic"}, "bd0736": {"id": "bd0736", "status": "active", "tier": "basic"}}}, "instruction": "Patch account ad0736 with tier=premium.", "seed": 52736, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0736.tier", "value": "premium"}], "task_id": "dev_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": "dd0737", "text": "latency incident 6 root cause and mitigation timeline", "title": "Latency Incident Brief 737"}, {"id": "xd0737", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 737"}]}, "instruction": "Find relevant docs for 'latency incident 6'.", "seed": 52737, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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_dev_738.md with content 'entry-dev-738-565'.", "seed": 52738, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/reports/runbook_dev_738.md"}, {"key": "/reports/runbook_dev_738.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-738-565"}], "task_id": "dev_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_dev_4"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 52739, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0740": {"id": "ad0740", "status": "active", "tier": "plus"}, "bd0740": {"id": "bd0740", "status": "active", "tier": "plus"}}}, "instruction": "Register account nd0740 with active status.", "seed": 52740, "split": "dev", "success_criteria": [{"op": "in", "path": "accounts", "value": "nd0740"}, {"op": "equals", "path": "accounts.nd0740.status", "value": "active"}], "task_id": "dev_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": "dd0741", "text": "compliance incident 10 root cause and mitigation timeline", "title": "Compliance Incident Brief 741"}, {"id": "xd0741", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 741"}]}, "instruction": "Find relevant docs for 'compliance incident 10'.", "seed": 52741, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/exports/README.md": "team workspace", "/exports/seed_0.txt": "seed 742"}}, "instruction": "Create file /exports/summary_dev_742.md with content 'entry-dev-742-221'.", "seed": 52742, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/summary_dev_742.md"}, {"key": "/exports/summary_dev_742.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-742-221"}], "task_id": "dev_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_dev_3"}]}, "instruction": "Check whether '30 2 * * *' is a valid cron schedule.", "seed": 52743, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0744": {"id": "ad0744", "status": "active", "tier": "premium"}, "bd0744": {"id": "bd0744", "status": "active", "tier": "plus"}}}, "instruction": "Deactivate user account ad0744; use reason user_request.", "seed": 52744, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0744.status", "value": "closed"}, {"op": "equals", "path": "accounts.ad0744.closed_reason", "value": "user_request"}], "task_id": "dev_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"}
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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": "dd0781", "text": "compliance incident 16 root cause and mitigation timeline", "title": "Compliance Incident Brief 781"}, {"id": "xd0781", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 781"}]}, "instruction": "Run document search with query 'compliance incident 16'.", "seed": 52781, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/notes/README.md": "team workspace", "/notes/seed_5.txt": "seed 782"}}, "instruction": "Create file /notes/delta_dev_782.md with content 'entry-dev-782-368'.", "seed": 52782, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/notes/delta_dev_782.md"}, {"key": "/notes/delta_dev_782.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-782-368"}], "task_id": "dev_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_dev_3"}]}, "instruction": "Check whether '0 0 * * *' is a valid cron schedule.", "seed": 52783, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": true, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"ad0784": {"id": "ad0784", "status": "active", "tier": "enterprise"}, "bd0784": {"id": "bd0784", "status": "active", "tier": "enterprise"}}}, "instruction": "Patch account ad0784 with tier=basic.", "seed": 52784, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0784.tier", "value": "basic"}], "task_id": "dev_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": "dd0785", "text": "billing incident 3 root cause and mitigation timeline", "title": "Billing Incident Brief 785"}, {"id": "xd0785", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 785"}]}, "instruction": "Find relevant docs for 'billing incident 3'.", "seed": 52785, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/drafts/README.md": "team workspace", "/drafts/seed_2.txt": "seed 786"}}, "instruction": "Store the text 'entry-dev-786-640' at /drafts/summary_dev_786.txt.", "seed": 52786, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/summary_dev_786.txt"}, {"key": "/drafts/summary_dev_786.txt", "op": "map_value_equals", "path": "files", "value": "entry-dev-786-640"}], "task_id": "dev_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_dev_2"}]}, "instruction": "Validate cron expression '30 2 * * *'.", "seed": 52787, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0788": {"id": "ad0788", "status": "active", "tier": "basic"}, "bd0788": {"id": "bd0788", "status": "active", "tier": "plus"}}}, "instruction": "Add customer account nd0788.", "seed": 52788, "split": "dev", "success_criteria": [{"op": "in", "path": "accounts", "value": "nd0788"}, {"op": "equals", "path": "accounts.nd0788.status", "value": "active"}], "task_id": "dev_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": "dd0789", "text": "compliance incident 7 root cause and mitigation timeline", "title": "Compliance Incident Brief 789"}, {"id": "xd0789", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 789"}]}, "instruction": "Search docs for 'compliance incident 7' and inspect top results.", "seed": 52789, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/exports/README.md": "team workspace", "/exports/seed_6.txt": "seed 790"}}, "instruction": "Write 'entry-dev-790-111' to /exports/runbook_dev_790.log.", "seed": 52790, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/exports/runbook_dev_790.log"}, {"key": "/exports/runbook_dev_790.log", "op": "map_value_equals", "path": "files", "value": "entry-dev-790-111"}], "task_id": "dev_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_dev_1"}]}, "instruction": "Run cron validation for '30 2 * * *'.", "seed": 52791, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": {"ad0792": {"id": "ad0792", "status": "active", "tier": "basic"}, "bd0792": {"id": "bd0792", "status": "active", "tier": "premium"}}}, "instruction": "Archive account ad0792 by closing it with reason risk_review.", "seed": 52792, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0792.status", "value": "closed"}, {"op": "equals", "path": "accounts.ad0792.closed_reason", "value": "risk_review"}], "task_id": "dev_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": "dd0793", "text": "compliance incident 11 root cause and mitigation timeline", "title": "Compliance Incident Brief 793"}, {"id": "xd0793", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 793"}]}, "instruction": "Find relevant docs for 'compliance incident 11'.", "seed": 52793, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/drafts/README.md": "team workspace", "/drafts/seed_3.txt": "seed 794"}}, "instruction": "Store the text 'entry-dev-794-191' at /drafts/status_dev_794.md.", "seed": 52794, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/drafts/status_dev_794.md"}, {"key": "/drafts/status_dev_794.md", "op": "map_value_equals", "path": "files", "value": "entry-dev-794-191"}], "task_id": "dev_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_dev_0"}]}, "instruction": "Validate cron expression '5 4 * * *'.", "seed": 52795, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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": false, "required_role": "admin"}, "severity": "hard", "trigger": {"on_tool": "update_account"}}], "gold_summary": null, "initial_state": {"accounts": {"ad0796": {"id": "ad0796", "status": "active", "tier": "enterprise"}, "bd0796": {"id": "bd0796", "status": "active", "tier": "basic"}}}, "instruction": "Patch account ad0796 with tier=premium.", "seed": 52796, "split": "dev", "success_criteria": [{"op": "equals", "path": "accounts.ad0796.tier", "value": "premium"}], "task_id": "dev_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": "dd0797", "text": "security incident 15 root cause and mitigation timeline", "title": "Security Incident Brief 797"}, {"id": "xd0797", "text": "weekly housekeeping checklist and routine updates", "title": "General Operations Note 797"}]}, "instruction": "Find relevant docs for 'security incident 15'.", "seed": 52797, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "search_docs"}], "task_id": "dev_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": {"/snapshots/README.md": "team workspace", "/snapshots/seed_0.txt": "seed 798"}}, "instruction": "Write 'entry-dev-798-862' to /snapshots/summary_dev_798.log.", "seed": 52798, "split": "dev", "success_criteria": [{"op": "in", "path": "files", "value": "/snapshots/summary_dev_798.log"}, {"key": "/snapshots/summary_dev_798.log", "op": "map_value_equals", "path": "files", "value": "entry-dev-798-862"}], "task_id": "dev_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_dev_4"}]}, "instruction": "Run cron validation for '5 4 * * *'.", "seed": 52799, "split": "dev", "success_criteria": [{"min_count": 1, "op": "successful_tool_call", "tool_name": "validate_cron"}], "task_id": "dev_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"}