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2 values
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6 values
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1 value
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13 values
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2 values
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2 values
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pw-decide-row/1
2
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7781163c-7665-49ca-b233-31794415b789
b043edb2-c2b8-4b93-b590-3e3f0697a315
coordinator
implement_investigate
dc3bf9215aac8877
axum
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "¿Hay algún caso de error similar que esté cubierto en la carpeta `fail`?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "find" ], "loaded": [ "find", "read" ] }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "8b5ffb0697981b8f", "repo": "axum", "split": "train", "archetype": "explain_code", "prompt_group": "axum:61bb9053eea2", "lang": "es", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
19
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778d5157-6e01-4fc9-8847-98eb08b5e3f1
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coordinator
implement_investigate
dc3bf9215aac8877
cobra
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Who was the last person to touch the fish shell completion logic? I want to see the commit message.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_log" ], "requests": [ { "need": "git tools like git_log, git_blame, and git_show to investigate code history", "exact": [ "git_blame", "git_log", "git_show" ], "after": [], "scores": { "scan_list": 0, "secret_generate"...
{ "task_id": "a15217190415faf8", "repo": "cobra", "split": "train", "archetype": "git_history", "prompt_group": "cobra:b791fbb6bab8", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
4
77a4dac1-df32-43f4-9cbf-8cac3315edd8
77a4dac1-df32-43f4-9cbf-8cac3315edd8
f4e68b00-7449-4a30-9985-cbbf07a2b2b5
coordinator
implement_investigate
dc3bf9215aac8877
gson
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Check `RuntimeTypeAdapterFactory`. I want to know exactly how it determines the runtime type of an object to find the correct adapter, and where that logic lives.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "5587e3a9b8878dc0", "repo": "gson", "split": "train", "archetype": "locate", "prompt_group": "gson:e9fcce2da681", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
5
77a4dac1-df32-43f4-9cbf-8cac3315edd8
77a4dac1-df32-43f4-9cbf-8cac3315edd8
aac6bcf0-8f5c-4dd1-ab7a-0973c606a407
coordinator
implement_investigate
dc3bf9215aac8877
gson
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Show me the `RuntimeTypeAdapterFactoryTest` to see if it covers generic subclasses.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "summarize", "find" ], "loaded": [ "find", ...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "5587e3a9b8878dc0", "repo": "gson", "split": "train", "archetype": "locate", "prompt_group": "gson:e9fcce2da681", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
6
77a4dac1-df32-43f4-9cbf-8cac3315edd8
77a4dac1-df32-43f4-9cbf-8cac3315edd8
25155fe7-52b5-4417-9ffc-977aae9bfc27
coordinator
implement_investigate
dc3bf9215aac8877
gson
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Does it work with the `JsonAdapter` annotation?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "summarize", "find" ], "loaded": [ "find", "read", "summarize" ] }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "answer_only", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "native-recall-too...
{ "task_id": "5587e3a9b8878dc0", "repo": "gson", "split": "train", "archetype": "locate", "prompt_group": "gson:e9fcce2da681", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
11
77e62bab-582c-4aed-8546-803255077e32
77e62bab-582c-4aed-8546-803255077e32
327e6db6-7c6f-4d2d-8ca8-bb4c66c943da
coordinator
implement_investigate
dc3bf9215aac8877
fd
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm getting some weird output when using regex patterns. Can you look at `src/regex_helper.rs` and tell me how the regex is being compiled and applied to the filenames?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "d3d77ba249638b03", "repo": "fd", "split": "train", "archetype": "explain_code", "prompt_group": "fd:87a55e32f97c", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
17
f93125cf-ca74-40c1-b539-240f857f46a4
78095ebb-5fb2-4ad9-80d7-d02bc485b1a4
e1c8223b-54fe-4b67-a8a5-2528ceca36fc
worker
implement
dc3bf9215aac8877
okhttp
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Survey okhttp-dnsoverhttps module: find DnsOverHttps.kt, understand current DNS implementation, and identify potential areas needing updates for newer DNS spec RFC updates.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-edit-tool": false, "native-find-tool": true, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": true, ...
{ "task_id": "4385fd084aee5f69", "repo": "okhttp", "split": "train", "archetype": "multi_part", "prompt_group": "okhttp:c82e0359344d", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "wo...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
18
0b0e0aa0-dd3d-442e-9bc1-430e6735e811
78095ebb-5fb2-4ad9-80d7-d02bc485b1a4
d3786439-e1cb-43d1-bee2-0f811a5f0ba4
worker
implement
dc3bf9215aac8877
okhttp
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Survey okhttp-zstd module: find libs.versions.toml Zstd version, module build config, and ZstdInterceptorTest.kt location.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-edit-tool": false, "native-find-tool": true, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": true, ...
{ "task_id": "4385fd084aee5f69", "repo": "okhttp", "split": "train", "archetype": "multi_part", "prompt_group": "okhttp:c82e0359344d", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "wo...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
20
3bfe8a52-7a4a-4bdf-9bef-54a30097f6d1
78095ebb-5fb2-4ad9-80d7-d02bc485b1a4
63da29b0-d09b-4720-981a-a9a986e18eda
worker
explore_readonly
dc3bf9215aac8877
okhttp
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "complete_leg", "diff", "find", "git_diff", "git_status", "grep", "jq", "list_dir", "read", "recall", "record_finding", "request_budget", "request_decision", "request_tools", "skills_read", "stat", "summarize", "survey_repo", "wa...
{ "host": "worker", "user": "Survey okhttp-dnsoverhttps for RFC compliance audit: find DnsOverHttps.kt implementation and identify any gaps relative to recent DNS RFC updates (e.g., RFC 9230 mandatory HTTPS, RFC 8484 DoH spec, RFC 9231 DNS over TLS, etc.).", "root_count": 1, "posture": "build", "workers_in_fl...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": true, "native-read-tool": true, ...
{ "task_id": "4385fd084aee5f69", "repo": "okhttp", "split": "train", "archetype": "multi_part", "prompt_group": "okhttp:c82e0359344d", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "wo...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
21
8be7cbe8-d2e9-49f7-bb34-44db45906871
78095ebb-5fb2-4ad9-80d7-d02bc485b1a4
555e2aa8-7a35-44b2-b83b-1a1f0056e907
worker
explore_readonly
dc3bf9215aac8877
okhttp
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "complete_leg", "diff", "find", "git_diff", "git_status", "grep", "jq", "list_dir", "read", "recall", "record_finding", "request_budget", "request_decision", "request_tools", "skills_read", "stat", "summarize", "survey_repo", "wa...
{ "host": "worker", "user": "Survey samples/guide for deprecation audit: list all recipe files, cross-reference with main documentation to identify which files are deprecated or unused.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "explore_readonly" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": true, "native-read-tool": true, ...
{ "task_id": "4385fd084aee5f69", "repo": "okhttp", "split": "train", "archetype": "multi_part", "prompt_group": "okhttp:c82e0359344d", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "wo...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
22
3029e370-d3df-4e36-b190-88db7f4f0f42
78095ebb-5fb2-4ad9-80d7-d02bc485b1a4
d7982285-12c5-4a0a-8bb1-296c5d3ec1a0
worker
web_research
dc3bf9215aac8877
okhttp
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "complete_leg", "fetch_url", "recall", "record_finding", "request_budget", "request_decision", "scan_query", "skills_read", "wait", "web_search" ], "loadable": [], "guides": [ "survey-first-pass", "native-recall-tool", "http-request-tools", "c...
{ "host": "worker", "user": "Find the latest available version of the zstd-kmp-okio library used by okhttp-zstd. The current version is 0.4.0 in libs.versions.toml. Check GitHub releases for the kotlin-multiplatform-zstd or zstd-kmp-okio project to find the latest version.", "root_count": 1, "posture": "build",...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": true, "http-request-tools": true, "native-recall-tool": false, "survey-first-pass": false }, "skill_scores": { "run-the-project-stack": 0, ...
{ "task_id": "4385fd084aee5f69", "repo": "okhttp", "split": "train", "archetype": "multi_part", "prompt_group": "okhttp:c82e0359344d", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "wo...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
8
782a4716-e809-4b8c-b242-f819795e3033
782a4716-e809-4b8c-b242-f819795e3033
a2f70da4-3d9b-4c9b-8986-1e897f7fb1ce
coordinator
implement_investigate
dc3bf9215aac8877
httpx
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Peux-tu ajouter un test unitaire dans `tests/models/test_url.py` pour vérifier le comportement avec des ports non numériques ?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fals...
{ "task_id": "d5d42f4bbe9fd792", "repo": "httpx", "split": "train", "archetype": "commit", "prompt_group": "httpx:986cea9f7285", "lang": "fr", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
14
785a4130-919f-454d-89c5-bd0696676502
785a4130-919f-454d-89c5-bd0696676502
548b7d15-e51e-47b5-bfe2-1982b42b4e4e
coordinator
implement_investigate
dc3bf9215aac8877
httpx
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Bump the version in httpx/__version__.py to 0.29.0. Update CHANGELOG.md with '0.29.0' under an 'Unreleased' header if it doesn't exist, or just update the latest entry. Also run `scripts/sync-version` if that script exists to ensure consistency.", "root_count": 1, "posture": "b...
{ "tools": [ "command", "edit", "replace_lines", "write" ], "requests": [ { "need": "Write a file, edit a text span, and run a shell command to update httpx version and run sync-version script", "exact": [ "command", "edit", "write" ], "after": [...
{ "task_id": "830777cd26b95f70", "repo": "httpx", "split": "train", "archetype": "chores", "prompt_group": "httpx:f1cea649c2cb", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
14
786385d1-ef26-4ca7-9df2-e980f561b806
786385d1-ef26-4ca7-9df2-e980f561b806
3956df60-7558-47c1-b5b2-7e5341197e48
coordinator
implement_investigate
dc3bf9215aac8877
express
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "We need to address security vulnerabilities. Run an audit and let me know if any of our current dependencies have high or critical CVEs that need immediate bumping.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "fetch_url", "scan_pack", "scan_summary", "terminal_open", "terminal_read", "web_search" ], "requests": [ { "need": "Run npm audit and shell commands to audit dependencies, plus web search to check current CVE databases for high/critical vulnerabilitie...
{ "task_id": "6acd7081932b552a", "repo": "express", "split": "train", "archetype": "dependencies", "prompt_group": "express:4468e8cbb138", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
12
78a1f18e-7439-4138-a8e3-b5a9cef637ae
78a1f18e-7439-4138-a8e3-b5a9cef637ae
4d05af9d-54fa-4bdf-a0c0-10136498ce69
coordinator
implement_investigate
dc3bf9215aac8877
cobra
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm getting a linting error on command.go related to the run function. Can you check the git blame and recent commits to see if there's a known issue or if I broke something?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_blame", "git_diff", "git_log", "git_show", "git_status" ], "requests": [ { "need": "I need to check git blame and git log to investigate recent changes and potential issues with the 'run' function in command.go.", "exact": [ "command" ...
{ "task_id": "e155bc0449150fdb", "repo": "cobra", "split": "train", "archetype": "locate", "prompt_group": "cobra:58aa7988134e", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
15
78a1f18e-7439-4138-a8e3-b5a9cef637ae
78a1f18e-7439-4138-a8e3-b5a9cef637ae
888d8786-d39a-4d33-ba62-d3f63b1c4469
coordinator
implement_investigate
dc3bf9215aac8877
cobra
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Look at the .golangci.yml to see what rules are active.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "list_dir", "git_status", "git_show", "git_diff", "git_log", "git_blame", ...
{ "tools": [ "command" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "run", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-reca...
{ "task_id": "e155bc0449150fdb", "repo": "cobra", "split": "train", "archetype": "locate", "prompt_group": "cobra:58aa7988134e", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
4
78a51b2d-09f2-44a1-8afa-19a1f943979d
78a51b2d-09f2-44a1-8afa-19a1f943979d
12879b25-8aa9-4612-a572-ec0664478b79
coordinator
implement_investigate
dc3bf9215aac8877
gin
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "We need to standardize the route registration. Currently we have `GET`, `POST`, `PUT`, `PATCH`, `DELETE`, `HEAD`, `OPTIONS` defined in `routergroup.go`. The commit history mentions adding `QUERY` method support. Please update `routergroup.go` and `gin.go` to ensure the `QUERY` meth...
{ "tools": [], "requests": [ { "need": "edit or replace text in files using exact spans or line ranges", "exact": [ "edit" ], "after": [], "scores": { "answer_decision": 0, "git_restore": 0, "git_commit": 0, "jq_edit": 1, "pack_board"...
{ "task_id": "a45c5ca2317e7a53", "repo": "gin", "split": "train", "archetype": "refactor", "prompt_group": "gin:d74119c3dac1", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
15
78b46279-6bd8-4efe-a087-c8df53cee8ac
78b46279-6bd8-4efe-a087-c8df53cee8ac
a4bcc1c6-9caa-492e-9cbd-49115b049424
coordinator
implement_investigate
dc3bf9215aac8877
fd
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I need a dummy API token for my local testing of the `src/exec/command.rs` logic. Just generate a random 32-char hex string.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "secret_generate" ], "requests": [ { "need": "generate a random 32-char hex API token string", "exact": [], "after": [ "secret_generate" ], "scores": { "process_signal": 0, "write": 0, "jq": 0, "stat": 0, "git_resto...
{ "task_id": "a5b08d3f78dbfd13", "repo": "fd", "split": "train", "archetype": "ops", "prompt_group": "fd:8f4d984cd287", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
15
78cedf3b-f11b-435f-b872-c7e1ac555e35
78cedf3b-f11b-435f-b872-c7e1ac555e35
309fd081-5463-4d45-b41f-1a592b5c3ac1
coordinator
implement_investigate
dc3bf9215aac8877
requests
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "The `status_codes` module maps `200` to `'OK'`. However, I'm hitting a server that returns `200` with a custom reason phrase `Payment Required` or something weird. `requests` ignores the reason phrase and uses the standard mapping.\n\nI want `requests` to respect the raw reason phr...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "d82a7a50805c38ad", "repo": "requests", "split": "train", "archetype": "bugfix", "prompt_group": "requests:48f97496c62a", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
13
78cfc8b2-12b2-434e-938a-78344dd8b0fd
78cfc8b2-12b2-434e-938a-78344dd8b0fd
7f0a6f8e-2036-45fa-9c2b-e95e3ed9a9c3
coordinator
implement_investigate
dc3bf9215aac8877
thor
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "We are preparing for a compliance audit. I need a review of how `lib/thor/parser/option.rb` and `lib/thor/parser/argument.rb` handle type casting. Are there any ways to inject Ruby code through the argument parsing layer? The docs say 'not receive application user input' but I want...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [ "challenge-a-security-claim" ], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool":...
{ "task_id": "f8dd4de9743b0da8", "repo": "thor", "split": "train", "archetype": "security", "prompt_group": "thor:c687a9a6a707", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
5
d3a68aad-f7a6-497d-aaed-12a38765c5bc
78f8a51a-b5c6-48d3-9b48-aeb3562bf8e8
54af326c-28b3-4c07-9a5d-5a5a0e951304
worker
implement
dc3bf9215aac8877
fd
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Read src/filter/ and flag duplicated logic relative to src/dir_entry.rs", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-edit-tool": false, "native-find-tool": false, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": true, ...
{ "task_id": "636045228c7dd17f", "repo": "fd", "split": "train", "archetype": "multi_part", "prompt_group": "fd:3f89484f3749", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_req...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
6
21790714-b140-4790-b630-61dd07d96fc4
78f8a51a-b5c6-48d3-9b48-aeb3562bf8e8
623c66db-7e42-4bb8-9675-5a703ea332d8
worker
implement
dc3bf9215aac8877
fd
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Read src/dir_entry.rs and src/walk.rs for duplicated logic and filter application timing audit", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-edit-tool": false, "native-find-tool": false, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": true, ...
{ "task_id": "636045228c7dd17f", "repo": "fd", "split": "train", "archetype": "multi_part", "prompt_group": "fd:3f89484f3749", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_req...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
7
e85c414a-c118-4455-b84b-76eee725227a
78f8a51a-b5c6-48d3-9b48-aeb3562bf8e8
961956c9-aa81-4eca-b7c3-eb6030101116
worker
implement
dc3bf9215aac8877
fd
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Survey test coverage for size and time filter edge cases", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-edit-tool": false, "native-find-tool": true, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": false, ...
{ "task_id": "636045228c7dd17f", "repo": "fd", "split": "train", "archetype": "multi_part", "prompt_group": "fd:3f89484f3749", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_req...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
9
4ebc24d8-53a0-4d6f-883c-0b5cacdf5ab2
78f8a51a-b5c6-48d3-9b48-aeb3562bf8e8
d9ed7a95-72a0-4001-9658-efa79c5eaa14
worker
implement
dc3bf9215aac8877
fd
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Audit dir_entry.rs and walk.rs for duplicated logic and filter application timing", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-edit-tool": false, "native-find-tool": false, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": false,...
{ "task_id": "636045228c7dd17f", "repo": "fd", "split": "train", "archetype": "multi_part", "prompt_group": "fd:3f89484f3749", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_req...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
2
78fad8c8-f5a7-47c7-acf6-f6678aa13599
78fad8c8-f5a7-47c7-acf6-f6678aa13599
108f07c0-2c54-4c10-a3a5-d47c3b1b8a6c
coordinator
implement_investigate
dc3bf9215aac8877
gson
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I ran `zizmor` on this repo and it flagged `artipacked` in the GitHub Actions workflows. Looking at the recent commit `119818b Address https://docs.zizmor.sh/audits/#artipacked findings. (#3081)`, it seems this was already addressed, but can you double-check if any workflow files s...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fals...
{ "task_id": "9dcd788e476c4023", "repo": "gson", "split": "train", "archetype": "security", "prompt_group": "gson:4100f487c7f5", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
7
78fc66a5-acff-464a-be61-e1f93bde7b67
78fc66a5-acff-464a-be61-e1f93bde7b67
29152fe4-a3eb-4711-802d-ed4010a815d9
coordinator
implement_investigate
dc3bf9215aac8877
express
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Can you update `lib/utils.js` to include a helper function that formats error messages for the `res.status(500)` cases? Just add the function for now.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "edit", "write" ], "requests": [ { "need": "replace_lines or edit to append a function to the end of a file", "exact": [ "edit", "replace_lines" ], "after": [ "edit" ], "scores": { "page_open": 0, "diff": 0, ...
{ "task_id": "3e4af2b7af87197f", "repo": "express", "split": "train", "archetype": "commit", "prompt_group": "express:a7a36aaf7eeb", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
9
7907d86a-b223-47d7-98ba-333bd13299fe
7907d86a-b223-47d7-98ba-333bd13299fe
e9a3e54d-1bbe-45a5-9737-cb79298ed08a
coordinator
implement_investigate
dc3bf9215aac8877
express
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Add a new test case to `test/res.status.js` to ensure it returns the correct status code and handles chaining correctly.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "edit", "git_commit", "git_diff", "git_log", "git_show", "git_status", "replace_lines", "write" ], "requests": [ { "need": "write tool to edit test/res.status.js", "exact": [ "edit", "write" ], "after": [ ...
{ "task_id": "00c0fd5e7b0c9cb0", "repo": "express", "split": "train", "archetype": "small_change", "prompt_group": "express:3ff94557619c", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
14
79123edf-cd41-476c-8265-cca6291e04e4
79123edf-cd41-476c-8265-cca6291e04e4
959e3e93-8407-4bbe-bed4-8829e7a6d214
coordinator
implement_investigate
dc3bf9215aac8877
requests
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Hey, ich hab' ein Problem mit Cookies über mehrere Subdomains hinweg. Wo wird in der Session-Logik der `CookieJar` eigentlich initialisiert und wo die Persistenz geregelt? Ich suche in `sessions.py` und `cookies.py`.", "root_count": 1, "posture": "build", "workers_in_flight":...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "0218f5c9798b3eba", "repo": "requests", "split": "train", "archetype": "locate", "prompt_group": "requests:3a5e8f1b3736", "lang": "de", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
7
795391a5-5734-40ca-a29c-292f3d63475d
795391a5-5734-40ca-a29c-292f3d63475d
40498787-7f4f-42c0-80e7-5df3546c8f61
coordinator
implement_investigate
dc3bf9215aac8877
fd
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I need to see the diff between the current HEAD and the commit 5bbfa3e. Just give me a high-level summary of the docs changes.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_diff" ], "requests": [ { "need": "run shell commands like git diff to list changed files", "exact": [ "diff" ], "after": [ "git_diff" ], "scores": { "survey_repo": 0, "restore_version": 0, "move": ...
{ "task_id": "8b9b48b4d27193bb", "repo": "fd", "split": "train", "archetype": "git_history", "prompt_group": "fd:3f0f68837cf3", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
27
795e0fc1-f83d-4f1c-87ce-9dd4d07ba03d
795e0fc1-f83d-4f1c-87ce-9dd4d07ba03d
bcc11fea-b87b-4d08-923d-e2d3b07d9328
coordinator
implement_investigate
dc3bf9215aac8877
requests
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Where is the logic that decompresses gzip/deflate bodies? I see `Response.content` returns bytes, but I want to know if the decompression happens lazily or eagerly when I access `.text` vs `.content`. Check `models.py`.", "root_count": 1, "posture": "build", "workers_in_fligh...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": tru...
{ "task_id": "841c1ae8a4fad9ab", "repo": "requests", "split": "train", "archetype": "locate", "prompt_group": "requests:19b30832fc4f", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
7
795ebe82-0498-4c8d-ac98-6ce824c75a4d
795ebe82-0498-4c8d-ac98-6ce824c75a4d
5e2346a3-2791-45b2-988c-96252ad0da4e
coordinator
implement_investigate
dc3bf9215aac8877
express
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Ciao, ho bisogno di verificare se l'ultima modifica su lib/response.js rompe qualcosa. Riesci a eseguire i test specifici per res.send e res.location? Fammi sapere se passano tutti.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investi...
{ "tools": [ "command" ], "requests": [ { "need": "I need to run shell commands, specifically mocha, to execute the tests.", "exact": [], "after": [], "scores": { "command": 4, "jq_edit": 0, "edit": 0, "page_close": 0, "fetch_url": 0, ...
{ "task_id": "78eb588ef5480467", "repo": "express", "split": "train", "archetype": "run_and_verify", "prompt_group": "express:7cfba70391d6", "lang": "it", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
22
79a0e61d-7d12-4c06-a144-441cbdcd81b5
79a0e61d-7d12-4c06-a144-441cbdcd81b5
5f399c5e-095f-47c6-aef9-e0946258da55
coordinator
implement_investigate
dc3bf9215aac8877
express
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "The documentation in `Readme.md` is a bit outdated regarding the middleware signature. Can you check `lib/express.js` and update the Readme accordingly?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "3bbfc02298065a2c", "repo": "express", "split": "train", "archetype": "small_change", "prompt_group": "express:cea25e643051", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
15
79a87ab6-340e-4248-b819-43ba467e149f
79a87ab6-340e-4248-b819-43ba467e149f
a4467ca7-d16a-41f9-a07d-acf5bff9ce92
coordinator
implement_investigate
dc3bf9215aac8877
thor
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I need a way to suppress warnings from gem-defined methods like `rails generate`. I saw a commit `7026317` that did this, but it seems to have broken nested command invocations inside a `Thor::Group`.\n\nSpecifically, if I have:\n\n```ruby\nclass MyApp\n include Thor::Group\n \n ...
{ "tools": [ "command", "edit", "git_diff", "git_log", "git_show", "git_status" ], "requests": [ { "need": "git operations to find commit 7026317", "exact": [], "after": [ "git_log", "git_show" ], "scores": { "verify": 0, "h...
{ "task_id": "06fb436a2359c5db", "repo": "thor", "split": "train", "archetype": "bugfix", "prompt_group": "thor:3b46d4d2a2e8", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
20
79ea4564-e356-4b24-aa13-f4ce9e9f1cfb
79ea4564-e356-4b24-aa13-f4ce9e9f1cfb
8150a37e-fa5c-47bc-805d-bf59aac8b2a6
coordinator
implement_investigate
dc3bf9215aac8877
axum
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I need to draft release notes for the upcoming 0.9 release based on the recent commits. Please summarize the new features like ConnectionLimits and the SSE Event::raw improvement, and list the various dependency bumps and fixes.", "root_count": 1, "posture": "build", "workers...
{ "tools": [ "git_log", "git_show", "git_status" ], "requests": [ { "need": "git_log to list recent commits, and git_status to see current dirty state", "exact": [ "git_log", "git_status" ], "after": [ "git_status", "git_show" ], ...
{ "task_id": "fa4055d4d96136f8", "repo": "axum", "split": "train", "archetype": "docs", "prompt_group": "axum:025d1d2f400a", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
15
79ec82db-f273-4fac-80e1-20638f05ae6f
79ec82db-f273-4fac-80e1-20638f05ae6f
d6274a79-0270-430b-84a9-4448f0663594
coordinator
implement_investigate
dc3bf9215aac8877
axios
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm working on a huge refactor. Can you create a new branch `refactor/core-logic` for me? I don't want to commit anything yet, just move my work there.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_checkout" ], "requests": [ { "need": "create a git branch from current HEAD and switch to it", "exact": [], "after": [], "scores": { "chmod": 0, "git_stash": 1, "command_stop": 0, "worker_cancel": 0, "wait": 0...
{ "task_id": "e291d73101f0ac11", "repo": "axios", "split": "train", "archetype": "commit", "prompt_group": "axios:2ed07100a151", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "full1-pass1v3b-live", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
15
7a026d03-c975-4ee2-af2c-861518f9cd15
7a026d03-c975-4ee2-af2c-861518f9cd15
8e5f6601-cca4-4093-aec0-f676be856ab7
coordinator
implement_investigate
dc3bf9215aac8877
gson
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I need to update the dependency versions. Please scan `metrics/pom.xml`, `proto/pom.xml`, and `test-jpms/pom.xml` to see if they are using the same Gson version as `gson/pom.xml`. If not, list the discrepancies.\n\nAlso, in `test-shrinker/src/main/java/com/example/Main.java`, how m...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "b5090e0085b593ee", "repo": "gson", "split": "train", "archetype": "data_files", "prompt_group": "gson:2a55544a77af", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
4
7a2b05b3-7e8e-4ca1-9f3a-fc0e480076a5
7a2b05b3-7e8e-4ca1-9f3a-fc0e480076a5
97340f6a-e6c3-4895-b724-41a49f6f1aa5
coordinator
implement_investigate
dc3bf9215aac8877
okhttp
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "In the README, you mention that OkHttp \"is principled and avoids being overly configurable\" and lists \"Does not allow GET with a body\" as an example limitation. Can you explain the reasoning behind this restriction? Is it purely based on RFC 9110 compliance, or are there perfor...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "f6ce181c47c9ddd6", "repo": "okhttp", "split": "train", "archetype": "question", "prompt_group": "okhttp:71cc1799cefe", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
17
7a4ae525-ee34-4de3-b6be-cedc48b21e87
7a4ae525-ee34-4de3-b6be-cedc48b21e87
c10121e1-3a0e-4e25-a787-026223e563fe
coordinator
implement_investigate
dc3bf9215aac8877
express
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "The commit log mentions a CVE fix in body-parser. Since body-parser is a dependency, not part of the core Express source, how do we know which version of body-parser is currently pinned in package.json? I want to verify I'm not vulnerable.", "root_count": 1, "posture": "build",...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "238a22dc6d29cb2a", "repo": "express", "split": "train", "archetype": "question", "prompt_group": "express:2bc0c16045ce", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
18
7a4ae525-ee34-4de3-b6be-cedc48b21e87
7a4ae525-ee34-4de3-b6be-cedc48b21e87
3cb48221-a1ee-4e77-acd0-52645326d372
coordinator
implement_investigate
dc3bf9215aac8877
express
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "How do I check if my installed version matches the fix?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "list_dir" ], "loaded": [ "list_dir", "read" ] }
{ "tools": [ "command", "git_log" ], "requests": [ { "need": "execute shell commands like git log and npm list", "exact": [], "after": [ "git_log" ], "scores": { "git_stash": 0, "secret_generate": 0, "git_restore": 0, "task": 0, ...
{ "task_id": "238a22dc6d29cb2a", "repo": "express", "split": "train", "archetype": "question", "prompt_group": "express:2bc0c16045ce", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
21
7a4ae525-ee34-4de3-b6be-cedc48b21e87
7a4ae525-ee34-4de3-b6be-cedc48b21e87
3322f1a6-c0b3-41e8-9ae0-f06291cac1be
coordinator
implement_investigate
dc3bf9215aac8877
express
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Does upgrading Express also upgrade body-parser?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "git_log", "request_tools", "find", "command", "read", "list_dir" ], "loaded":...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "answer_only", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "native-recall-too...
{ "task_id": "238a22dc6d29cb2a", "repo": "express", "split": "train", "archetype": "question", "prompt_group": "express:2bc0c16045ce", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
5
7a74313d-61a3-4b36-b6af-139c895ec250
7a74313d-61a3-4b36-b6af-139c895ec250
6d39648b-2202-4ef3-9b22-9e39a153a8dd
coordinator
implement_investigate
dc3bf9215aac8877
gin
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "make sure the project builds correctly with go build", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "terminal_open", "terminal_read" ], "requests": [ { "need": "run go build to verify the project compiles", "exact": [ "verify" ], "after": [ "terminal_open", "terminal_read" ], "scores": { "worker_cancel": ...
{ "task_id": "f6faef71a93edc3c", "repo": "gin", "split": "train", "archetype": "chores", "prompt_group": "gin:6e411ffb19a7", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
5
7aab5b7b-4a23-4228-bb8d-61edc3d77a69
7aab5b7b-4a23-4228-bb8d-61edc3d77a69
2592d274-0a62-4603-a769-1e52aaf8acd4
coordinator
implement_investigate
dc3bf9215aac8877
okhttp
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "okhttp/src/commonJvmAndroid/kotlin/okhttp3/ResponseBody.kt 에 있는 특정 에러 메시지를 좀 더 명확하게 수정하고 싶어. 'invalid body'라고 되어 있는 부분을 'response body is empty or malformed'로 바꿔줘.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "3aeeb039737dac06", "repo": "okhttp", "split": "train", "archetype": "small_change", "prompt_group": "okhttp:ad7d7cd86548", "lang": "ko", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
17
7ac07d41-fbab-46c8-b556-87daeac2c521
7ac07d41-fbab-46c8-b556-87daeac2c521
c47d0231-0c3d-4e25-b903-8cc502f4e8b9
coordinator
implement_investigate
dc3bf9215aac8877
fd
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Cerca 'hyperlink' nei sorgenti. In quale file si trova la logica principale per la generazione degli hyperlink e qual è la funzione pubblica principale?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "4663a4a1e58e6faf", "repo": "fd", "split": "train", "archetype": "locate", "prompt_group": "fd:850f2ba1b508", "lang": "it", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
3
7b4b21b8-134b-48e8-a564-2462c1d6d8eb
7b4b21b8-134b-48e8-a564-2462c1d6d8eb
deab38fe-b868-4f4b-802f-b73b29421c6e
coordinator
implement_investigate
dc3bf9215aac8877
slim
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "In `Slim/Exception/HttpException.php`, add a public method `getDetails()` that returns the error details if they exist, otherwise returns null.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "edit" ], "requests": [ { "need": "The edit tool (e.g., edit, replace_lines, or code_rewrite) to modify Slim/Exception/HttpException.php.", "exact": [ "code_rewrite", "edit", "replace_lines" ], "after": [], "scores": { "git_status"...
{ "task_id": "920247daf5c5f5a2", "repo": "slim", "split": "train", "archetype": "small_change", "prompt_group": "slim:818f4ca25b04", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
18
7b873c2b-c0ac-4a90-ade6-c2fd418dc784
7b873c2b-c0ac-4a90-ade6-c2fd418dc784
cc9fe7c5-8067-4952-aa4d-164518da4783
coordinator
implement_investigate
dc3bf9215aac8877
gin
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Check if there are any local processes running on port 8080 so I can start the Gin server without a conflict.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "process_list", "write" ], "requests": [ { "need": "Check for processes running on port 8080 to avoid conflicts before starting a Gin server", "exact": [], "after": [ "command" ], "scores": { "copy": 0, "command_stop": 0...
{ "task_id": "9827f90957f98adc", "repo": "gin", "split": "train", "archetype": "ops", "prompt_group": "gin:91387098fc5f", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
23
7b873c2b-c0ac-4a90-ade6-c2fd418dc784
7b873c2b-c0ac-4a90-ade6-c2fd418dc784
646a2145-8876-45f1-9bb3-262d42cb3407
coordinator
implement_investigate
dc3bf9215aac8877
gin
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Kill the process running on 8080 so I can run the tests clean.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "update_progress", "command", "write", "request_tools", "process_list" ...
{ "tools": [ "command", "process_list", "write" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "change", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "nat...
{ "task_id": "9827f90957f98adc", "repo": "gin", "split": "train", "archetype": "ops", "prompt_group": "gin:91387098fc5f", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
2
7bad1161-0b0e-4983-8fde-a3007795acda
7bad1161-0b0e-4983-8fde-a3007795acda
1367e737-9c79-4bf2-94d5-af165d61d4d3
coordinator
implement_investigate
dc3bf9215aac8877
slim
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "tests/Mocks/MockPsr17Factory.php がどのような目的で作られているのか、他のテストと比較して教えてください。", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "1ccb92c475dbf50b", "repo": "slim", "split": "train", "archetype": "explain_code", "prompt_group": "slim:ca808776c7e4", "lang": "ja", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "full1-pass1v3b-live", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
1
7bbb07e1-8747-4604-b36b-783dd4e9ce18
7bbb07e1-8747-4604-b36b-783dd4e9ce18
d9953370-dd4f-4fb0-94fb-6e729765e47b
coordinator
implement_investigate
dc3bf9215aac8877
httpx
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "E aí. Estou vendo no `pyproject.toml` que a versão mínima do Python é 3.9. Você pode me dar o link da release mais recente do httpx no PyPI para eu confirmar se essa restrição é atual? Estou preocupado se o projeto abandonou o 3.8 e estou em uma legacy app.", "root_count": 1, "...
{ "tools": [ "web_search" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [ "research-current-information" ], "kind": "inspect", "guides": { "claim-evidence": true, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, ...
{ "task_id": "93019871e262c7f5", "repo": "httpx", "split": "train", "archetype": "docs_online", "prompt_group": "httpx:e620279908d4", "lang": "pt", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
7
7bd84675-7006-4518-974f-6e7c4cd07aca
7bd84675-7006-4518-974f-6e7c4cd07aca
970c098d-d2ac-4995-a191-db635dfff34d
coordinator
implement_investigate
dc3bf9215aac8877
express
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm seeing a deprecation warning about `trimRight()` being replaced by `trimEnd()` in commit 9d3c04cb. I need to check the ES2019 specification or MDN to confirm if `trimRight` was ever standard or just a legacy alias. Also, are there any other legacy string methods we are using in...
{ "tools": [ "web_search" ], "requests": [ { "need": "fetch_url to read MDN documentation on String.prototype trimRight and legacy string methods", "exact": [ "fetch_url" ], "after": [], "scores": { "chmod": 0, "git_restore": 0, "terminal_close...
{ "task_id": "2ea956baacbabf09", "repo": "express", "split": "train", "archetype": "docs_online", "prompt_group": "express:d7f43408ecc1", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
10
7bd85b47-071e-4547-bb64-73ff3f78c27c
7bd85b47-071e-4547-bb64-73ff3f78c27c
a0946d5a-1b09-44f4-ac40-5fe39c6420db
coordinator
implement_investigate
dc3bf9215aac8877
flask
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I have a weird error: `TypeError: __init__() missing 1 required positional argument: 'on_complete'` when running the celery worker. It seems related to the `Flask-Celery` integration. Is there a migration guide for updating Flask to support the new Celery signal interface?", "roo...
{ "tools": [ "web_search" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [ "research-current-information" ], "kind": "inspect", "guides": { "claim-evidence": true, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, ...
{ "task_id": "625087eb8e66ed78", "repo": "flask", "split": "train", "archetype": "docs_online", "prompt_group": "flask:b82eeac101c6", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
14
887f96de-2632-48ac-a811-357689d59774
7c34bb0c-44e5-4d67-9b69-edba894c5193
45261ba3-4c1d-46dd-845f-5ba0bf2d68af
worker
implement
dc3bf9215aac8877
gin
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Survey the repository to identify the structure of render/, binding/, and the location of documentation files.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-edit-tool": false, "native-find-tool": true, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": true, ...
{ "task_id": "4321f68bc2e4d795", "repo": "gin", "split": "train", "archetype": "multi_part", "prompt_group": "gin:62aa74ce08c9", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_r...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
15
7060c682-9cf3-4269-a5ee-e33810317890
7c34bb0c-44e5-4d67-9b69-edba894c5193
99d3d7d5-7c21-4f86-a78c-e36a081d4bde
worker
implement
dc3bf9215aac8877
gin
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Identify the rendering interface and its implementations in the `render/` directory.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-edit-tool": false, "native-find-tool": false, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": true, ...
{ "task_id": "4321f68bc2e4d795", "repo": "gin", "split": "train", "archetype": "multi_part", "prompt_group": "gin:62aa74ce08c9", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_r...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
16
4bd03046-92f5-4f9b-a9d4-1abec23e587c
7c34bb0c-44e5-4d67-9b69-edba894c5193
0f29a0d2-f6eb-4f6e-9f12-53a89bc41ac9
worker
implement
dc3bf9215aac8877
gin
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Review `binding/` implementation for potential nil pointer dereferences.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-edit-tool": false, "native-find-tool": false, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": true, ...
{ "task_id": "4321f68bc2e4d795", "repo": "gin", "split": "train", "archetype": "multi_part", "prompt_group": "gin:62aa74ce08c9", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_r...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
7
7c4345df-759a-4a9c-a0d2-0d2189210ce0
7c4345df-759a-4a9c-a0d2-0d2189210ce0
91fe63a5-360d-45da-b09f-4e290b6c553d
coordinator
implement_investigate
dc3bf9215aac8877
httpx
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Can you explain how `httpx/_multipart.py` constructs the body for a multipart file upload?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "428c84d6f128bb3e", "repo": "httpx", "split": "train", "archetype": "explain_code", "prompt_group": "httpx:f59c28b69dad", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
23
7c444413-13db-4fd2-8944-c9cda18c2685
7c444413-13db-4fd2-8944-c9cda18c2685
0e4a7648-9ff0-43f9-8a8d-da1b943ea6ec
coordinator
implement_investigate
dc3bf9215aac8877
express
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm getting a 404 on my custom error handler. Trace where the default 404 response is generated in lib/response.js. Is it in `res.render` or a catch-all middleware?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "a443b8c901e72b56", "repo": "express", "split": "train", "archetype": "locate", "prompt_group": "express:ab8285e7269b", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
24
7c444413-13db-4fd2-8944-c9cda18c2685
7c444413-13db-4fd2-8944-c9cda18c2685
316b94c1-909b-49f5-a002-761a02df84dd
coordinator
implement_investigate
dc3bf9215aac8877
express
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Okay, show me the specific lines in lib/response.js that handle the 404 status.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", "read" ], "loaded": [ "grep", "read" ] }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "answer_only", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "native-recall-too...
{ "task_id": "a443b8c901e72b56", "repo": "express", "split": "train", "archetype": "locate", "prompt_group": "express:ab8285e7269b", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
25
7c444413-13db-4fd2-8944-c9cda18c2685
7c444413-13db-4fd2-8944-c9cda18c2685
e3d60885-ea0a-4e30-92ac-632d90d15e1b
coordinator
implement_investigate
dc3bf9215aac8877
express
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Check lib/application.js to see what the default error handling middleware looks like.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", "read" ], "loaded": [ "grep", "read" ]...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "a443b8c901e72b56", "repo": "express", "split": "train", "archetype": "locate", "prompt_group": "express:ab8285e7269b", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
15
7c9adfb2-469f-490f-bab2-d1a682a334f3
7c9adfb2-469f-490f-bab2-d1a682a334f3
36852eca-33ff-4c77-aea9-6010b5508f97
coordinator
implement_investigate
dc3bf9215aac8877
express
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm seeing a weird issue with `res.send` where the Content-Length header is being duplicated when Transfer-Encoding is chunked. Can you look at lib/response.js and fix it so we only send Content-Length if Transfer-Encoding isn't present? I think this relates to the fix in #4893 but...
{ "tools": [], "requests": [ { "need": "create or replace files in the repository", "exact": [], "after": [ "command" ], "scores": { "wait": 0, "jq_edit": 0, "scan_query": 0, "render_view": 0, "git_compare": 0, "git_status": 0...
{ "task_id": "a9271d9511190971", "repo": "express", "split": "train", "archetype": "run_and_verify", "prompt_group": "express:82bbedb027cb", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
5
7cb54513-c893-4233-bc02-cd9e446baaa5
7cb54513-c893-4233-bc02-cd9e446baaa5
b9c343c1-0620-430a-99bd-ee41cc8a866b
coordinator
implement_investigate
dc3bf9215aac8877
fd
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I need a benchmark run on the current `main` branch. Please run `cargo bench` for the `find` benchmark specifically. I'm comparing performance against findutils.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command" ], "requests": [ { "need": "run cargo bench command-line benchmark", "exact": [ "command" ], "after": [], "scores": { "git_status": 0, "git_show": 0, "pack_board": 0, "restore_version": 0, "page_open": 0, ...
{ "task_id": "b0415c526758d7e7", "repo": "fd", "split": "train", "archetype": "run_and_verify", "prompt_group": "fd:7724be10a658", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
3
7cd10b25-cecc-41c6-b98c-32a446611bba
7cd10b25-cecc-41c6-b98c-32a446611bba
8000313c-3dfd-4863-81b2-6c418c26cbeb
coordinator
implement_investigate
dc3bf9215aac8877
gson
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Find me the implementation of `JsonTreeWriter`. I need to know how it handles escaping characters. Specifically, where does the string escaping logic live?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "f1ddcb2e6b329b6b", "repo": "gson", "split": "train", "archetype": "locate", "prompt_group": "gson:f506415a8a79", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "full1-pass1v3b-live", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
23
7cfc939f-26c1-40a6-b46f-b92c81a57f94
7cfc939f-26c1-40a6-b46f-b92c81a57f94
19b39cae-f977-4847-9a5f-7e206a1d6e58
coordinator
implement_investigate
dc3bf9215aac8877
fd
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Check if there are any hanging `fd` processes running on my machine. I think one of the parallel traversal jobs got stuck in `src/walk.rs`.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "process_list" ], "requests": [ { "need": "run shell commands to check for running processes and investigate system state", "exact": [], "after": [ "process_list" ], "scores": { "git_ref": 0, "wc": 0, "view_video": 0...
{ "task_id": "8233637880289876", "repo": "fd", "split": "train", "archetype": "ops", "prompt_group": "fd:bc654ef2bc36", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
1
7d0b8ec9-112a-44d2-a39f-86446bbaf747
7d0b8ec9-112a-44d2-a39f-86446bbaf747
f22ba54e-8be1-4bde-bd8d-e1112e9009d4
coordinator
implement_investigate
dc3bf9215aac8877
gson
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Check if we can add a dependency for a JSON schema validation library to the proto module. It might be useful for the protobuf tests.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "8bebe29314079b67", "repo": "gson", "split": "train", "archetype": "dependencies", "prompt_group": "gson:94250a67f2b9", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
13
7d21af5c-c649-42c2-b76b-8edc71ca5c65
7d21af5c-c649-42c2-b76b-8edc71ca5c65
b6a537ac-8c10-49aa-a30a-b6cb053116b9
coordinator
implement_investigate
dc3bf9215aac8877
cobra
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Compare the changes in README.md between the current version and the one where the logo was updated (3f3b818).", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_diff", "git_log", "git_ref", "git_show" ], "requests": [ { "need": "git diff and git show", "exact": [ "diff" ], "after": [ "git_log", "git_ref", "git_show" ], "scores": { "page_open": 0, "sca...
{ "task_id": "d57a3b6e73e507f5", "repo": "cobra", "split": "train", "archetype": "git_history", "prompt_group": "cobra:e5c244524ffe", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
8
7d25190f-069e-4df5-be3b-7e9b90b1613b
7d25190f-069e-4df5-be3b-7e9b90b1613b
e73495b5-904c-4e50-a4bd-a4d435faaf48
coordinator
implement_investigate
dc3bf9215aac8877
thor
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "지금 내 로컬 환경에서 포트 3000번 쓰고 있는 프로세스 있는지 확인하고, 있으면 죽여줘.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "process_list" ], "requests": [ { "need": "I need to run shell commands to check for processes on port 3000 and kill them.", "exact": [], "after": [ "process_list" ], "scores": { "source_history": 0, "git_compare": 0, ...
{ "task_id": "13a002f048fa862b", "repo": "thor", "split": "train", "archetype": "ops", "prompt_group": "thor:a23463d8a713", "lang": "ko", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
11
7d485685-8890-4598-bf99-2f8c7b8ab161
7d485685-8890-4598-bf99-2f8c7b8ab161
364d8f58-d6ef-4992-992b-2c173ee78c2c
coordinator
implement_investigate
dc3bf9215aac8877
httpx
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I need a rough metric of how much code is left in this project. Count the lines of code (excluding tests) in the `httpx` package. Ignore `__pycache__` and generated files.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command" ], "requests": [ { "need": "Run shell commands to count lines of code in httpx/ package", "exact": [], "after": [], "scores": { "scan_query": 0, "scan_list": 0, "verify": 0, "page_act": 0, "git_merge": 0, "git_d...
{ "task_id": "12dc2cb2a1ec6ced", "repo": "httpx", "split": "train", "archetype": "chores", "prompt_group": "httpx:60403f1f5ac8", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
14
7d485685-8890-4598-bf99-2f8c7b8ab161
7d485685-8890-4598-bf99-2f8c7b8ab161
d8ec4f04-774c-42cd-9afc-8cfa92ccbfc7
coordinator
implement_investigate
dc3bf9215aac8877
httpx
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Now do the same count for the `tests` directory.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "command", "request_tools", "list_dir" ], "loaded": [ "code_rewrite", "command", ...
{ "tools": [ "command" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "run", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "native-r...
{ "task_id": "12dc2cb2a1ec6ced", "repo": "httpx", "split": "train", "archetype": "chores", "prompt_group": "httpx:60403f1f5ac8", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
16
7d485685-8890-4598-bf99-2f8c7b8ab161
7d485685-8890-4598-bf99-2f8c7b8ab161
4fa788fc-6940-475c-a241-54bacc677369
coordinator
implement_investigate
dc3bf9215aac8877
httpx
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Compare the test-to-source ratio against the last release.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "command", "request_tools", "list_dir" ], "loaded": [ "code_rewrite", "c...
{ "tools": [ "command" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "run", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "native-r...
{ "task_id": "12dc2cb2a1ec6ced", "repo": "httpx", "split": "train", "archetype": "chores", "prompt_group": "httpx:60403f1f5ac8", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
21
7d5572f7-4d23-4295-8f44-009b26ef0cef
7d5572f7-4d23-4295-8f44-009b26ef0cef
61b73891-fb4b-48fc-8547-795cb598938c
coordinator
implement_investigate
dc3bf9215aac8877
axum
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "axum-macros/tests/from_request/fail/enum_from_request_ident_in_variant.rs 테스트가 실패하는 이유가 뭐야? stderr 파일을 참고해서.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fals...
{ "task_id": "e1fe5e193c23e34c", "repo": "axum", "split": "train", "archetype": "run_and_verify", "prompt_group": "axum:3687887f2812", "lang": "ko", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
18
7d82904a-31c0-453e-8114-6afd5d30cc81
7d82904a-31c0-453e-8114-6afd5d30cc81
59fa5a7f-7b13-4dab-8dd2-5e7b5720adce
coordinator
implement_investigate
dc3bf9215aac8877
gin
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Regarding JSON rendering in render/json.go, why are there multiple implementations like jsoniter, sonic, and go_json alongside the standard 'encoding/json'? How do I switch between them, and does it require code changes or just dependency updates?", "root_count": 1, "posture": ...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fals...
{ "task_id": "347cc612bd3ed2d7", "repo": "gin", "split": "train", "archetype": "question", "prompt_group": "gin:4bc185304ebb", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
20
7d978352-d5a4-4a25-904e-ff3dbd5f7026
7d978352-d5a4-4a25-904e-ff3dbd5f7026
9f39da16-cf97-4a41-ba79-5f98b09e4001
coordinator
implement_investigate
dc3bf9215aac8877
fd
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Nei filtri, dove viene implementato il controllo delle dimensioni del file? Dammi il path completo del modulo e la funzione chiave.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "774e30347a35c63a", "repo": "fd", "split": "train", "archetype": "locate", "prompt_group": "fd:8d29113bed5a", "lang": "it", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
11
7df3097d-49ff-4d55-aba6-704a4dadea57
7df3097d-49ff-4d55-aba6-704a4dadea57
0337bea3-13d5-4250-8ca5-a57fce39b084
coordinator
implement_investigate
dc3bf9215aac8877
thor
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "The `Thor::Util` module is leaking constants into the main namespace when using `namespace` separators in commands.\n\nIf I define:\n\n```ruby\nclass MyApp < Thor\n desc \"sub create\", \"Create something\"\n def create; end\nend\n```\n\nAnd then access `MyApp.commands`, I'm seei...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "3afddd6694ce3290", "repo": "thor", "split": "train", "archetype": "bugfix", "prompt_group": "thor:91abd0ad416d", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
22
7e31354f-e309-43a2-91c1-eb52890750a8
7e31354f-e309-43a2-91c1-eb52890750a8
3884aaff-85ec-4cff-a0ee-6a0071e69b5f
coordinator
implement_investigate
dc3bf9215aac8877
cobra
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Check the latest documentation for Viper regarding 12-factor apps. I want to confirm if it still recommends using environment variables alongside flags as the primary configuration method. I want to update our README example to reflect current best practices.", "root_count": 1, ...
{ "tools": [ "fetch_url", "web_search" ], "requests": [ { "need": "web_search and fetch_url to research Viper's 12-factor app documentation on its official website", "exact": [ "fetch_url", "web_search" ], "after": [ "fetch_url" ], "scores": ...
{ "task_id": "4e1cdfa5c9b7293d", "repo": "cobra", "split": "train", "archetype": "docs_online", "prompt_group": "cobra:cde9fbf0b69f", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
25
7e31354f-e309-43a2-91c1-eb52890750a8
7e31354f-e309-43a2-91c1-eb52890750a8
70ee2e63-f758-4fd3-8f40-813b940053b5
coordinator
implement_investigate
dc3bf9215aac8877
cobra
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Is there a specific section on flag binding?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "fetch_url", "web_search", "list_dir", "request_tools", "read", "skills_read" ], "...
{ "tools": [ "fetch_url" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": true, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "nativ...
{ "task_id": "4e1cdfa5c9b7293d", "repo": "cobra", "split": "train", "archetype": "docs_online", "prompt_group": "cobra:cde9fbf0b69f", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
27
7e31354f-e309-43a2-91c1-eb52890750a8
7e31354f-e309-43a2-91c1-eb52890750a8
1b5a8141-25dd-496b-8a07-c539ae13d1a2
coordinator
implement_investigate
dc3bf9215aac8877
cobra
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Do they still support YAML config files out of the box?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "fetch_url", "grep", "web_search", "list_dir", "request_tools", "read", ...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "4e1cdfa5c9b7293d", "repo": "cobra", "split": "train", "archetype": "docs_online", "prompt_group": "cobra:cde9fbf0b69f", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
13
7e55dbac-979b-43fb-ac36-148e6a857d44
7e55dbac-979b-43fb-ac36-148e6a857d44
00650514-5d05-4622-9770-767f80bca9a0
coordinator
implement_investigate
dc3bf9215aac8877
okhttp
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Hi, could you help me find where the HTTP/2 error codes are defined? I'm debugging a stream reset issue and need to see the enum values.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "30562eba52c91fbd", "repo": "okhttp", "split": "train", "archetype": "locate", "prompt_group": "okhttp:4bf2bae27322", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
4
7e797794-2c65-4337-ae63-54895a4853de
7e797794-2c65-4337-ae63-54895a4853de
c3db8d2e-a54f-4801-b19f-fc5159995a0d
coordinator
implement_investigate
dc3bf9215aac8877
flask
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I messed up the implementation of the new route decorator in `src/flask/app.py`. Revert the last commit and let me know when the branch is back to HEAD.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_log", "git_show", "git_status" ], "requests": [ { "need": "run git commands to inspect history and revert the last commit", "exact": [], "after": [ "git_log", "git_show", "git_status" ], "scores": { "git...
{ "task_id": "63c506579b21c109", "repo": "flask", "split": "train", "archetype": "commit", "prompt_group": "flask:45fe529110b1", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
16
7e9a5df9-61e0-4b52-91a0-a781329472e1
7e9a5df9-61e0-4b52-91a0-a781329472e1
188100ea-8e69-4281-97d0-4953cd823d87
coordinator
implement_investigate
dc3bf9215aac8877
axios
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "We are seeing issues with the rate limiter in `tests/smoke/esm/tests/rateLimit.smoke.test.js`. Does the endpoint `https://httpbin.org/rate-limit/5` currently accept requests, or is it returning 429 Too Many Requests for everyone right now?", "root_count": 1, "posture": "build",...
{ "tools": [ "command", "http_request" ], "requests": [ { "need": "Make an HTTP GET request to https://httpbin.org/rate-limit/5 to check if it returns 200 or 429", "exact": [], "after": [], "scores": { "git_status": 0, "code_rewrite": 0, "view_video": 0,...
{ "task_id": "19ad03e067ba31fe", "repo": "axios", "split": "train", "archetype": "web", "prompt_group": "axios:324a410bec94", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
5
7ea1f1a4-8800-4e7c-b2d8-c89d7a862e86
7ea1f1a4-8800-4e7c-b2d8-c89d7a862e86
069e2af6-0279-4840-95eb-2d0dbd790030
coordinator
implement_investigate
dc3bf9215aac8877
express
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Check lib/express.js and lib/application.js to see where the `express()` factory function is defined and how it initializes the application instance. I need to know if there are any synchronous side effects during import.", "root_count": 1, "posture": "build", "workers_in_fli...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "128488a046a92b84", "repo": "express", "split": "train", "archetype": "data_files", "prompt_group": "express:73f10f4fa6d8", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
6
7ea1f1a4-8800-4e7c-b2d8-c89d7a862e86
7ea1f1a4-8800-4e7c-b2d8-c89d7a862e86
9cfa60e5-be24-45ec-9f2f-1a9a302a33fb
coordinator
implement_investigate
dc3bf9215aac8877
express
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Now look at the test/express.static.js file. Are all the tests passing currently?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read" ], "loaded": [ "read" ] }
{ "tools": [ "command", "verify" ], "requests": [ { "need": "Run npm test on the express project to check if test/express.static.js tests pass", "exact": [], "after": [ "verify" ], "scores": { "git_merge": 0, "secret_list": 0, "extend_worke...
{ "task_id": "128488a046a92b84", "repo": "express", "split": "train", "archetype": "data_files", "prompt_group": "express:73f10f4fa6d8", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
9
7ea1f1a4-8800-4e7c-b2d8-c89d7a862e86
7ea1f1a4-8800-4e7c-b2d8-c89d7a862e86
ebc239da-2307-4edd-881d-49d801e0b19a
coordinator
implement_investigate
dc3bf9215aac8877
express
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "If they are, can you add a test case for a directory listing request that returns a 404 when the directory is empty?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "verify", "request_tools", ...
{ "tools": [ "command", "edit", "mkdir", "verify", "write" ], "requests": [ { "need": "File operations: write to edit test/express.static.js, run npm test to verify", "exact": [ "edit", "verify", "write" ], "after": [ "write", ...
{ "task_id": "128488a046a92b84", "repo": "express", "split": "train", "archetype": "data_files", "prompt_group": "express:73f10f4fa6d8", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
9
7eb8b0ca-6796-41f0-9562-f97492719c6b
7eb8b0ca-6796-41f0-9562-f97492719c6b
259b7aa8-12d3-47ad-b89a-35422db8a815
coordinator
implement_investigate
dc3bf9215aac8877
okhttp
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Puedes visitar https://www.google.com y tomar una captura de pantalla de la página de resultados de búsqueda para la query 'OkHttp HTTP Client'. Necesito verificar el layout visual actual.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_...
{ "tools": [ "capture_page", "page_open", "web_search" ], "requests": [ { "need": "Open a browser page, interact with it (fill a search box and submit), and take a screenshot of the results page for Google search 'OkHttp HTTP Client'", "exact": [], "after": [ "capture_pag...
{ "task_id": "da4c24a4259fda92", "repo": "okhttp", "split": "train", "archetype": "web", "prompt_group": "okhttp:cf57e605df75", "lang": "es", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
10
7ed44ff1-e272-45f2-9562-ef1585546693
7ed44ff1-e272-45f2-9562-ef1585546693
0d0e6970-d8a9-42da-a9f8-6525d1a1ded4
coordinator
implement_investigate
dc3bf9215aac8877
flask
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Explícame el flujo de ejecución en `src/flask/ctx.py`. ¿Cómo se gestiona el contexto de la aplicación y de la petición?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "6659edccf93aab6a", "repo": "flask", "split": "train", "archetype": "explain_code", "prompt_group": "flask:658e93e20276", "lang": "es", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
4
7ede1be7-e001-4b3d-8013-f8278d30f928
7ede1be7-e001-4b3d-8013-f8278d30f928
f3ffe9a5-600c-4858-8637-f6512848eb7a
coordinator
implement_investigate
dc3bf9215aac8877
okhttp
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I need to check the OSGi manifest requirements. Open `okhttp-sse/src/main/java9/module-info.java` and `okhttp-tls/src/main/kotlin/okhttp3/tls/*`. Are there any package dependencies we are missing from the module-info.java for the sse module? Specifically check if we need to require...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "7f94afc5fad3bceb", "repo": "okhttp", "split": "train", "archetype": "data_files", "prompt_group": "okhttp:98576fb4b3e9", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
5
7ede1be7-e001-4b3d-8013-f8278d30f928
7ede1be7-e001-4b3d-8013-f8278d30f928
40679429-c1a5-4a55-aabd-d8ee55c37209
coordinator
implement_investigate
dc3bf9215aac8877
okhttp
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Okay, add the requires okhttp. What else is missing?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "list_dir", "ask_user", "read" ], "loaded": [ "list_dir", "read" ] }
{ "tools": [ "edit", "write" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "change", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, ...
{ "task_id": "7f94afc5fad3bceb", "repo": "okhttp", "split": "train", "archetype": "data_files", "prompt_group": "okhttp:98576fb4b3e9", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
6
7ede1be7-e001-4b3d-8013-f8278d30f928
7ede1be7-e001-4b3d-8013-f8278d30f928
a6fffc22-d81e-4525-b1d3-d5f87ca15a08
coordinator
implement_investigate
dc3bf9215aac8877
okhttp
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Just add the requires okhttp. I'll review the PR.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "write", "edit", "grep", "list_dir", "ask_user" ], "loaded": [ "g...
{ "tools": [ "write" ], "requests": [ { "need": "write okhttp-sse/src/main/java9/module-info.java to add requires okio", "exact": [ "write" ], "after": [ "write" ], "scores": { "diff": 0, "wc": 0, "edit": 4, "answer_decisi...
{ "task_id": "7f94afc5fad3bceb", "repo": "okhttp", "split": "train", "archetype": "data_files", "prompt_group": "okhttp:98576fb4b3e9", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
12
7f275fe2-cadb-4219-8572-b594decc4dc2
7f275fe2-cadb-4219-8572-b594decc4dc2
b25a9297-6c16-45d7-9ce6-0652e12cf5fd
coordinator
implement_investigate
dc3bf9215aac8877
axios
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "O `dispatchRequest` em `lib/core/dispatchRequest.js` está falhando silenciosamente quando o adapter HTTP lança um erro de rede, e não estamos capturando a mensagem de erro original antes de transformar em `AxiosError`. Isso está dificultando o debug. Pode adicionar o `cause` na cad...
{ "tools": [ "command", "edit", "write" ], "requests": [ { "need": "edit tool to replace a span in lib/core/AxiosError.js", "exact": [ "edit" ], "after": [ "command" ], "scores": { "wait": 0, "page_snapshot": 0, "terminal_...
{ "task_id": "b7897ac814ade765", "repo": "axios", "split": "train", "archetype": "bugfix", "prompt_group": "axios:30478005ab46", "lang": "pt", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
14
7f5aa533-67dc-4b5f-8637-71723f73cc6c
7f5aa533-67dc-4b5f-8637-71723f73cc6c
98f30950-a7c8-40a5-a8ff-e9f50e54287d
coordinator
implement_investigate
dc3bf9215aac8877
thor
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm trying to configure the `Thor::Shell::Color` class to disable all ANSI color codes because our CI environment doesn't support them, but `Thor.shell.color = false` doesn't seem to be working as expected. Can you check the official Thor wiki or documentation for the correct way t...
{ "tools": [ "web_search" ], "requests": [ { "need": "web_search and fetch_url to research Thor Ruby documentation", "exact": [ "fetch_url", "web_search" ], "after": [], "scores": { "scan_list": 0, "git_checkout": 0, "git_show": 0, ...
{ "task_id": "5e05157469fdf12d", "repo": "thor", "split": "train", "archetype": "docs_online", "prompt_group": "thor:95ecad82e5e9", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "full1-pass1v3b-live", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
17
7f5aa533-67dc-4b5f-8637-71723f73cc6c
7f5aa533-67dc-4b5f-8637-71723f73cc6c
ff3d4fbe-67f1-488f-8078-527b25654f87
coordinator
implement_investigate
dc3bf9215aac8877
thor
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Okay, I see it's handled via environment variables. Can you update `.rspec` or the test helper to set `THOR_COLOR=false` before running the specs?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "rea...
{ "tools": [], "requests": [ { "need": "edit and write to modify spec/helper.rb and .rspec", "exact": [ "edit", "write" ], "after": [], "scores": { "stat": 0, "git_status": 1, "capture_page": 0, "git_log": 0, "secret_list": 0,...
{ "task_id": "5e05157469fdf12d", "repo": "thor", "split": "train", "archetype": "docs_online", "prompt_group": "thor:95ecad82e5e9", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "full1-pass1v3b-live", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
2
7fade746-9d30-431e-9643-791072a60a12
7fade746-9d30-431e-9643-791072a60a12
cfd8b8de-7acf-49fb-864f-68ea7d6f0824
coordinator
implement_investigate
dc3bf9215aac8877
okhttp
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "can u commit my changes? use a good message.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_status" ], "requests": [ { "need": "git operations to check working tree status and commit", "exact": [], "after": [], "scores": { "render_view": 0, "page_close": 0, "mkdir": 0, "git_branches": 2, "chmod": 0, "git_ch...
{ "task_id": "1099ba459435655f", "repo": "okhttp", "split": "train", "archetype": "commit", "prompt_group": "okhttp:0ebd1b8dc272", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
2
7fe6503e-24fb-4116-87fd-cc7d1ae0b4b5
7fe6503e-24fb-4116-87fd-cc7d1ae0b4b5
e5108b08-9f11-485a-a935-3910b13ff16f
coordinator
implement_investigate
dc3bf9215aac8877
express
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "i'm trying to debug the mvc example. give me an interactive shell in the root directory.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "terminal_open" ], "requests": [ { "need": "terminal_open tool to provide an interactive shell environment", "exact": [ "terminal_open" ], "after": [], "scores": { "secret_generate": 2, "jq": 0, "page_close": 0, "git_diff":...
{ "task_id": "d7d843743802e543", "repo": "express", "split": "train", "archetype": "ops", "prompt_group": "express:650545521b77", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
11
7fe695fb-b181-4104-986d-ce1c4ba799f7
7fe695fb-b181-4104-986d-ce1c4ba799f7
2a455481-9bd9-412f-a40e-854d19515ad3
coordinator
implement_investigate
dc3bf9215aac8877
httpx
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm trying to implement a custom auth flow. Can you show me how `httpx/_auth.py` handles authentication requests?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "native-recall-tool": f...
{ "task_id": "b609932f47032b34", "repo": "httpx", "split": "train", "archetype": "explain_code", "prompt_group": "httpx:1c34bfe1a182", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
5
6387fccd-e507-4f01-ab42-8eab7e354c2a
7ff39051-51b7-4232-a14a-81f0b9d936a2
7a3d7eea-a32e-4dea-955a-125bfe26fa8d
worker
implement
dc3bf9215aac8877
gson
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Find where Gson's ReflectiveTypeAdapterFactory checks field.isSynthetic() to skip synthetic fields", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-edit-tool": false, "native-find-tool": false, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": false,...
{ "task_id": "cd75912feec0bd82", "repo": "gson", "split": "train", "archetype": "refactor", "prompt_group": "gson:70b3706ff745", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_requ...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
6
cfaab8eb-8c56-49ab-8c0c-009dd22cbf1f
7ff39051-51b7-4232-a14a-81f0b9d936a2
3558f572-0546-4e5d-b9c0-dc6778c5167a
worker
implement
dc3bf9215aac8877
gson
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Remove all instances of `if (field.isSynthetic())` from the field filtering logic in ReflectiveTypeAdapterFactory or Excluder.java, then ensure FieldAttributesTest passes", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "change", "guides": { "claim-evidence": true, "native-edit-tool": true, "native-find-tool": false, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": false, ...
{ "task_id": "cd75912feec0bd82", "repo": "gson", "split": "train", "archetype": "refactor", "prompt_group": "gson:70b3706ff745", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_requ...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
7
fa865e97-fbd5-475e-b111-81f674cdd35f
7ff39051-51b7-4232-a14a-81f0b9d936a2
79d6a69d-36f4-42d8-a9a1-efa143feddf3
worker
implement
dc3bf9215aac8877
gson
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Run the full Gson test suite to verify no regressions from the isSynthetic() removal", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "run", "guides": { "claim-evidence": true, "native-edit-tool": true, "native-find-tool": true, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": true, "na...
{ "task_id": "cd75912feec0bd82", "repo": "gson", "split": "train", "archetype": "refactor", "prompt_group": "gson:70b3706ff745", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_requ...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
19
801c1507-4019-447c-9489-5ac5b1deabe9
801c1507-4019-447c-9489-5ac5b1deabe9
cd3dd53a-238d-4d82-821c-bee1d7023a97
coordinator
implement_investigate
dc3bf9215aac8877
gin
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "gin.go랑 routergroup.go의 관계를 보여주는 아키텍처 다이어그램을 Mermaid 문법으로 작성해서 README.md 하단에 넣어줘. 라우터가 어떻게 그룹화되고 엔진이랑 연결되는지 중심으로.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "write" ], "requests": [ { "need": "I need to write to a file (README.md) to append the Mermaid diagram.", "exact": [ "write" ], "after": [], "scores": { "command_stop": 0, "copy": 0, "git_blame": 0, "extend_...
{ "task_id": "03332aa5cc7e40b4", "repo": "gin", "split": "train", "archetype": "docs", "prompt_group": "gin:321bd2e15c20", "lang": "ko", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
11
8028023b-00f8-4cb7-85aa-3f9e39ae3b3b
8028023b-00f8-4cb7-85aa-3f9e39ae3b3b
5475c3b0-124a-4819-b587-114ccb5d9321
coordinator
implement_investigate
dc3bf9215aac8877
thor
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Find all places where `frozen_string_literal` is set to true in the lib/thor/shell directory.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "f91e168271bdef6a", "repo": "thor", "split": "train", "archetype": "locate", "prompt_group": "thor:8e781a198216", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
12
8028023b-00f8-4cb7-85aa-3f9e39ae3b3b
8028023b-00f8-4cb7-85aa-3f9e39ae3b3b
0b79612a-0830-4540-b48c-2bf4db988938
coordinator
implement_investigate
dc3bf9215aac8877
thor
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Is this consistent across all files in that directory?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "list_dir", "grep" ], "loaded": [ "grep", "list_dir" ] }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "f91e168271bdef6a", "repo": "thor", "split": "train", "archetype": "locate", "prompt_group": "thor:8e781a198216", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
8
805f19cd-f855-4e03-a38e-945462dcd645
805f19cd-f855-4e03-a38e-945462dcd645
e7edff8d-559f-4b40-855f-ba10e8cde76a
coordinator
implement_investigate
dc3bf9215aac8877
httpx
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I need to add a new header validation rule. Can you trace where request headers are processed in _models.py and tell me which file handles the final serialization before sending? I want to make sure I hook into the right place.", "root_count": 1, "posture": "build", "workers_...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "c9cbd7e5b748d253", "repo": "httpx", "split": "train", "archetype": "locate", "prompt_group": "httpx:d69fdae5ba6f", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
9
805f19cd-f855-4e03-a38e-945462dcd645
805f19cd-f855-4e03-a38e-945462dcd645
79a83fce-1ad0-4e1a-89ed-4dc5e3ebb3a5
coordinator
implement_investigate
dc3bf9215aac8877
httpx
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Does _config.py play a role in this?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "grep", "summarize", "list_dir" ], "loaded": [ "grep", "list_dir", "read", ...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "native-recall-tool": ...
{ "task_id": "c9cbd7e5b748d253", "repo": "httpx", "split": "train", "archetype": "locate", "prompt_group": "httpx:d69fdae5ba6f", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
10
805f19cd-f855-4e03-a38e-945462dcd645
805f19cd-f855-4e03-a38e-945462dcd645
230fcd15-9073-4c3f-ab93-05f1e53946a9
coordinator
implement_investigate
dc3bf9215aac8877
httpx
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Show me the specific line in _models.py where headers are validated.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "summarize", "read", "grep", "list_dir" ], "loaded": [ "grep",...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "answer_only", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "native-recall-too...
{ "task_id": "c9cbd7e5b748d253", "repo": "httpx", "split": "train", "archetype": "locate", "prompt_group": "httpx:d69fdae5ba6f", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }