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pw-decide-row/1
9
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8a1c0d29-6537-42f4-bfd9-f119fe0c96d3
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": "What is the Cache-Control max-age value set to?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "http_request", "request_tools", "fetch_url" ], "loaded": [ "fetch_url", "http_requ...
{ "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": "e6134cbcfdcaa3b1", "repo": "axios", "split": "train", "archetype": "web", "prompt_group": "axios:f7d57b9be917", "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
5d4fc4c2-eb48-4aba-b1d8-a1607dcbac6d
5d4fc4c2-eb48-4aba-b1d8-a1607dcbac6d
0ccfa10d-87cc-4ac4-85c2-f7758ae6cf93
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": "In test_blueprints.py, there's a test checking route priority. How does Flask determine route precedence between a static route and a dynamic route with converters?", "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": "956ed4b838076df2", "repo": "flask", "split": "train", "archetype": "question", "prompt_group": "flask:7e3a20007c74", "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
5d69ed65-7352-48d4-86ab-60cd30168ad1
5d69ed65-7352-48d4-86ab-60cd30168ad1
4dd3c034-1ddb-4ac9-b041-05a220a37d26
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'm seeing some weird behavior with date parsing. How is `DefaultDateTypeAdapter` implemented in `gson/src/main/java/com/google/gson/internal/bind/DefaultDateTypeAdapter.java`?", "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": true, "native-read-tool": false, "native-recall-tool": fa...
{ "task_id": "fdcc1119ea559ed2", "repo": "gson", "split": "train", "archetype": "explain_code", "prompt_group": "gson:fc8b4ef52363", "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
5d86401a-1fb2-4a2d-8ea5-56ed755274bc
5d86401a-1fb2-4a2d-8ea5-56ed755274bc
b80eade4-275c-4bea-a2f5-0dcbb456a454
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": "Add a `description` parameter to the `Thor::Command` initializer in `lib/thor/command.rb` and update the class to accept it.", "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": "4cbcdd44a090e7ce", "repo": "thor", "split": "train", "archetype": "small_change", "prompt_group": "thor:8854a609a0f9", "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
22
5d8b0813-b71e-41f6-ac3e-a684b4126812
5d8b0813-b71e-41f6-ac3e-a684b4126812
de359b57-a469-4624-8295-f776a760e349
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": "get the history of src/main.rs. I want to see why we added the smart case feature.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_blame", "git_diff", "git_log", "git_show" ], "requests": [ { "need": "git_log and git_blame to inspect the history of src/main.rs", "exact": [ "git_blame", "git_log" ], "after": [ "git_show" ], "scores": { "p...
{ "task_id": "73d05a99debf9654", "repo": "fd", "split": "train", "archetype": "git_history", "prompt_group": "fd:1c03dc7f9b98", "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
5dd523a0-3fab-4738-ad9a-bf1b584925e2
5dd523a0-3fab-4738-ad9a-bf1b584925e2
f91a753a-e1e9-49e3-bc28-83648aaa820d
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 just pulled the latest commits for httpx. We're pushing a release candidate. Can you do a quick security scan of the codebase? Specifically look at `httpx/_auth.py`, `httpx/_transports/default.py`, and `httpx/_client.py`. I'm worried about hardcoded credentials or improper handli...
{ "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": "d0d1be69e897ef75", "repo": "httpx", "split": "train", "archetype": "security", "prompt_group": "httpx:0eeddc01ce7a", "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
5dd523a0-3fab-4738-ad9a-bf1b584925e2
5dd523a0-3fab-4738-ad9a-bf1b584925e2
72c6e51f-3cb7-4754-9bec-15c944cbae32
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": "For the hardcoded TLS verification warning in _config.py, can you patch it to use a constant instead of a string literal?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", "read" ], "lo...
{ "tools": [ "edit" ], "requests": [ { "need": "Write or replace contents of a file in the project — I need to apply the edit to httpx/_config.py", "exact": [ "edit", "write" ], "after": [], "scores": { "terminal_send": 0, "git_stash_list": 0, ...
{ "task_id": "d0d1be69e897ef75", "repo": "httpx", "split": "train", "archetype": "security", "prompt_group": "httpx:0eeddc01ce7a", "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
5dd523a0-3fab-4738-ad9a-bf1b584925e2
5dd523a0-3fab-4738-ad9a-bf1b584925e2
5271207c-0345-4a02-87bb-4642cadd2e4f
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": "Also check the test files in tests/client/test_auth.py to make sure no test fixtures are leaking real API keys.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "edit", "read", "update_progres...
{ "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": "d0d1be69e897ef75", "repo": "httpx", "split": "train", "archetype": "security", "prompt_group": "httpx:0eeddc01ce7a", "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
5e1350af-d7c0-43cf-8f90-a6be221b8a62
5e1350af-d7c0-43cf-8f90-a6be221b8a62
4b65e573-c965-4159-ac50-0bc636d15da6
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": "I'm looking at binding/json.go. How does the binding process actually interact with the different codec implementations in the codec/ 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": "c44bf339059bd568", "repo": "gin", "split": "train", "archetype": "explain_code", "prompt_group": "gin:57517ecc825b", "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
7
5e5d3f5a-9e91-4e34-980c-fe9dd96e3db4
5e5d3f5a-9e91-4e34-980c-fe9dd96e3db4
787c5bf8-b6fc-41d4-87ec-4c6dee6b1b60
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'm getting a `LookupError` in my unit tests when I try to access `sqlalchemy` via an extension without setting up the application context. Why does Flask require an active application context for many extensions, and how does `tests/conftest.py` usually handle this for test client...
{ "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": "56904c4cfbf072a1", "repo": "flask", "split": "train", "archetype": "question", "prompt_group": "flask:7396759f4a22", "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
5e5d3f5a-9e91-4e34-980c-fe9dd96e3db4
5e5d3f5a-9e91-4e34-980c-fe9dd96e3db4
cc75e17c-a40d-49c6-90cf-7c39f0528b5b
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": "Can I use `flask.g` to pass data into views without an app context?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "list_dir" ], "loaded": [ "list_dir", "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": "56904c4cfbf072a1", "repo": "flask", "split": "train", "archetype": "question", "prompt_group": "flask:7396759f4a22", "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
5e5d3f5a-9e91-4e34-980c-fe9dd96e3db4
5e5d3f5a-9e91-4e34-980c-fe9dd96e3db4
dd7c2e30-3f00-4f28-9f67-de7199d0d713
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": "What is the difference between `app.test_client()` and the standard Werkzeug client?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "grep", "list_dir" ], "loaded": [ "grep", ...
{ "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": "56904c4cfbf072a1", "repo": "flask", "split": "train", "archetype": "question", "prompt_group": "flask:7396759f4a22", "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
1
5e66ed65-f831-43c5-a5a8-871bc363ae24
5e66ed65-f831-43c5-a5a8-871bc363ae24
b4815c31-6584-4c39-bdd1-63cd9e6a9f15
coordinator
implement_investigate
dc3bf9215aac8877
axios
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 vitest.config.js and tell me if the test timeout is configured globally. If not, I want to add a default timeout of 5000ms for all tests except the browser ones.", "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": "a5da8fedf302a859", "repo": "axios", "split": "train", "archetype": "data_files", "prompt_group": "axios:ce6eb6445032", "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
5ea9c551-4a79-4d95-a036-663c64895387
5ea9c551-4a79-4d95-a036-663c64895387
f87455c9-9359-4644-92d7-dfcf852683f2
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": "Audit the dependencies listed in go.mod for any known vulnerabilities. Especially check the x/crypto packages since there was a recent patch commit.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "fetch_url", "http_request", "web_search" ], "requests": [ { "need": "HTTP requests to fetch vulnerability data from Go vuln DB, NVD, and advisory sites", "exact": [], "after": [ "fetch_url", "http_request", "command" ], ...
{ "task_id": "f02e786e1cb33a1f", "repo": "gin", "split": "train", "archetype": "dependencies", "prompt_group": "gin:e1018c241532", "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
5ebc750d-41e4-4eed-a850-165cff399dea
5ebc750d-41e4-4eed-a850-165cff399dea
311b7734-c2be-4a65-b1fe-bb51ac3df13c
coordinator
implement_investigate
dc3bf9215aac8877
slim
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": "生成一个临时的、仅限本地使用的 JWT 签名密钥,并打印出来。", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "secret_generate" ], "requests": [ { "need": "generate a cryptographically secure random secret key for JWT signing", "exact": [], "after": [ "command" ], "scores": { "git_merge": 0, "measure_page": 0, "scan_pack": 0...
{ "task_id": "e31f46dfa8657f9b", "repo": "slim", "split": "train", "archetype": "ops", "prompt_group": "slim:fe385e9c57d3", "lang": "zh", "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
3
5ebc750d-41e4-4eed-a850-165cff399dea
5ebc750d-41e4-4eed-a850-165cff399dea
20b0ea56-62bb-46bd-9082-6ed515d5196d
coordinator
implement_investigate
dc3bf9215aac8877
slim
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": "帮我写个脚本,每隔 5 分钟检查一次我的 PHPUnit 测试进程是否还在运行。", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "command", "secret_generate", "request_tools" ], "loaded": [ "secret_generate", "secret_li...
{ "tools": [ "command", "write" ], "requests": [ { "need": "write a shell script file to disk", "exact": [ "write" ], "after": [ "command" ], "scores": { "pack_board": 0, "worker_cancel": 0, "jq": 0, "stat": 0, ...
{ "task_id": "e31f46dfa8657f9b", "repo": "slim", "split": "train", "archetype": "ops", "prompt_group": "slim:fe385e9c57d3", "lang": "zh", "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
5f1b0afb-1ceb-450f-9e57-5cdab5c5b63e
5f1b0afb-1ceb-450f-9e57-5cdab5c5b63e
1a48be27-e7cf-48f3-a317-89110d2b1c13
coordinator
implement_investigate
dc3bf9215aac8877
fd
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 just updated fd to the latest version from git and now `fd --size +10M` throws a parse error:\n\n```\nthread 'main' panicked at src/filter/size.rs:42:22:\nindex out of bounds: the len is 0 but the index is 0\nnote: run with `RUST_BACKTRACE=1` for a full backtrace\n```\n\nIt seems...
{ "tools": [], "requests": [ { "need": "run cargo commands and shell commands", "exact": [], "after": [], "scores": { "git_show": 0, "git_stash_list": 0, "git_checkout": 0, "web_search": 0, "jq": 0, "git_merge": 0, "view_image": 0, ...
{ "task_id": "ba02ff68006d8b95", "repo": "fd", "split": "train", "archetype": "bugfix", "prompt_group": "fd:b6bb92e886fb", "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
17
5f1c29c9-5d66-4a5e-92d9-7ecd458dcc0e
5f1c29c9-5d66-4a5e-92d9-7ecd458dcc0e
7f274d2c-5ae3-40fc-bd6d-a3908357d893
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 override the internal date adapter without using registration. I believe `DefaultDateTypeAdapter` is the one. Where is it instantiated or returned to the user in the reflection or type adapter factory hierarchy?", "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": "420b3afe6f6fb6d5", "repo": "gson", "split": "train", "archetype": "locate", "prompt_group": "gson:c9e36fa46248", "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
5f528823-76c9-401f-a80c-95187806fea2
5f528823-76c9-401f-a80c-95187806fea2
9198680d-78b1-4aba-9709-6fe17147975d
coordinator
implement_investigate
dc3bf9215aac8877
httpx
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": "The documentation says httpx supports `ssl_context` argument for client creation, but if I pass a custom `ssl.SSLContext`, it gets ignored for HTTP connections (non-https).\n\n```python\nimport httpx\nimport ssl\n\nctx = ssl.create_default_context()\n# Configure ctx...\n\nclient = ...
{ "tools": [], "requests": [ { "need": "execute a python script in the terminal", "exact": [], "after": [ "terminal_open", "terminal_send" ], "scores": { "delete": 0, "scan_summary": 0, "git_ref": 0, "stat": 0, "jq": 0, ...
{ "task_id": "2c613e8f1750dc87", "repo": "httpx", "split": "train", "archetype": "bugfix", "prompt_group": "httpx:cc4e724ea343", "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
26
5f5609f5-1332-41a4-ba2c-c1e72fb0386a
5f5609f5-1332-41a4-ba2c-c1e72fb0386a
3c7887c4-4e8f-4e1d-8a9f-34f4d1181ac2
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": "Look at `mkdocs.yml`. I suspect the navigation structure might be broken. Count how many unique top-level menu items are defined in the `nav` section and list them. Also check if all the markdown files referenced in that nav section actually exist in the `docs/` directory (assuming...
{ "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": "4a84be157a848186", "repo": "httpx", "split": "train", "archetype": "data_files", "prompt_group": "httpx:f03364765156", "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
19
5f60d3e7-ee6c-497f-8e64-12471d14a93c
5f60d3e7-ee6c-497f-8e64-12471d14a93c
211ff843-1478-4f56-b38a-13dbb37a8984
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 need to add a quick docstring to the `Client` class in `httpx/_client.py` explaining its thread-safety guarantees. Can you do that first?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "edit" ], "requests": [ { "need": "editing files using edit or replace_lines", "exact": [ "edit", "replace_lines" ], "after": [], "scores": { "secret_generate": 0, "extend_worker_budget": 0, "answer_decision": 0, "w...
{ "task_id": "4b179eee56ce9c34", "repo": "httpx", "split": "train", "archetype": "commit", "prompt_group": "httpx:2b6d932e2ff4", "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
22
5f60d3e7-ee6c-497f-8e64-12471d14a93c
5f60d3e7-ee6c-497f-8e64-12471d14a93c
23908bf3-dacd-4a85-8ee8-bb37c283ebd1
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": "Looks good. Now create a new branch called 'fix/client-docs', commit this change with a descriptive message, and push it.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "update_progress", "read"...
{ "tools": [ "command", "git_checkout", "git_commit", "git_status" ], "requests": [ { "need": "git operations like branch, commit, and push", "exact": [], "after": [ "git_checkout", "git_commit", "command" ], "scores": { "secret_gen...
{ "task_id": "4b179eee56ce9c34", "repo": "httpx", "split": "train", "archetype": "commit", "prompt_group": "httpx:2b6d932e2ff4", "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
5f610d65-a59d-417f-8ed7-5a5f178d61f5
5f610d65-a59d-417f-8ed7-5a5f178d61f5
1f3511b8-99c8-4021-8b44-ef1e2e09b8a9
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'm looking at `src/flask/blueprints.py`. How does the `Blueprint` class actually register routes onto the main app object?", "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": "b5d5817bfee1aadf", "repo": "flask", "split": "train", "archetype": "explain_code", "prompt_group": "flask:2780daef6215", "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
22
5f967eb5-f086-4d18-b3d2-62bb71f74045
5f967eb5-f086-4d18-b3d2-62bb71f74045
9af06448-80ce-4f35-96fd-9f2579eb732a
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": "Hey, can you run prettier on the lib/ directory? Also, please run the linter and auto-fix any issues it finds. Don't touch the tests or node_modules.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command" ], "requests": [ { "need": "command tool to run prettier and eslint on lib/ directory", "exact": [ "command" ], "after": [], "scores": { "scan_query": 0, "stat": 0, "git_stash": 0, "page_open": 0, "git_res...
{ "task_id": "8f24f0b0dfa38a44", "repo": "axios", "split": "train", "archetype": "chores", "prompt_group": "axios:845e75d3c29b", "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
5fa5549e-29f3-4a33-9fdd-52d2423c3140
5fa5549e-29f3-4a33-9fdd-52d2423c3140
90a68179-5438-439c-a3b1-0fb6bd983e14
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'm trying to use `OkHttp` with GraalVM native-image but the reflection config is missing entries for `okhttp3.internal.http2.Http2Reader`.\n\nI have `okhttp/src/jvmMain/resources/META-INF/native-image/okhttp/okhttp/reflect-config.json` but it seems the `Http2Reader` class is loade...
{ "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": "f31788825e1e442f", "repo": "okhttp", "split": "train", "archetype": "bugfix", "prompt_group": "okhttp:4ad1f26e7319", "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
6014d582-9200-4ecf-a887-7e4608ab7035
6014d582-9200-4ecf-a887-7e4608ab7035
4a32014e-4617-4937-97ef-e42d531b30cb
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": "In `src/requests/models.py`, the `RequestEncodingMixin.encode_chunked` method seems to have a bug. If I pass `chunked=True` in the request options, it sets the header. But if I pass a very small body, urllib3 adds its own Transfer-Encoding header, and we end up with duplicates.\n\n...
{ "tools": [ "edit", "replace_lines" ], "requests": [ { "need": "edit or replace_lines or write to modify src/requests/models.py", "exact": [ "edit", "replace_lines", "write" ], "after": [], "scores": { "process_signal": 0, "git_sta...
{ "task_id": "30ca69edf9e32d15", "repo": "requests", "split": "train", "archetype": "bugfix", "prompt_group": "requests:2b88e517ba99", "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
28638a43-4277-4f6b-86b2-962aa911c025
601a3e32-6324-4dd9-bc45-8e9c3d88cd76
d38977e7-3248-4399-a83d-e78b7127217f
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": "Locate context.go, context_appengine.go, and context_test.go.", "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": false, "native-jq-tool": false, "native-list-dir-tool": false...
{ "task_id": "afca4dc58e8b34e1", "repo": "gin", "split": "train", "archetype": "multi_part", "prompt_group": "gin:85dcdab94f26", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "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
15
868151dc-785c-4ffb-8c98-33b62f371fc6
601a3e32-6324-4dd9-bc45-8e9c3d88cd76
7b45382c-46b6-4a2c-bd16-baa8371227ae
worker
implement
dc3bf9215aac8877
gin
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": "Locate the exact filesystem paths for the target 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": false, "native-jq-tool": false, "native-list-dir-tool": false...
{ "task_id": "afca4dc58e8b34e1", "repo": "gin", "split": "train", "archetype": "multi_part", "prompt_group": "gin:85dcdab94f26", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "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
16
cbad3a66-b2a9-4948-b967-1d3e32f268ec
601a3e32-6324-4dd9-bc45-8e9c3d88cd76
e08d126b-7315-4b29-815c-2d27bfcdab23
worker
implement
dc3bf9215aac8877
gin
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": "Investigate thread-safety of `Copy()` in `context.go`.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [ "git_show" ], "requests": [ { "need": "git_show to inspect commit 1bd0ecf", "exact": [ "git_show" ], "after": [], "scores": { "held_stop": 0, "fetch_url": 0, "extract_archive": 0, "git_log": 3, "parse_delegation_pla...
{ "task_id": "afca4dc58e8b34e1", "repo": "gin", "split": "train", "archetype": "multi_part", "prompt_group": "gin:85dcdab94f26", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "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
19
e54d194e-2795-4ae8-9197-cdfef68ffc45
601a3e32-6324-4dd9-bc45-8e9c3d88cd76
7426e09f-1de2-440f-9a2c-d1c783c9488f
worker
implement
dc3bf9215aac8877
gin
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": "Check `context_appengine.go` for compatibility with the updated `context.go`.", "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": true, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": true, ...
{ "task_id": "afca4dc58e8b34e1", "repo": "gin", "split": "train", "archetype": "multi_part", "prompt_group": "gin:85dcdab94f26", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "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
20
570a779b-1a3a-4e5e-996b-76c5134aa785
601a3e32-6324-4dd9-bc45-8e9c3d88cd76
c2512ff5-5e48-41d9-8325-857c5a2e6463
worker
implement
dc3bf9215aac8877
gin
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": "Run Go race detector on context tests.", "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": "afca4dc58e8b34e1", "repo": "gin", "split": "train", "archetype": "multi_part", "prompt_group": "gin:85dcdab94f26", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "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
21
2f5d864e-ba4c-4449-a4cf-a83f956b3f54
601a3e32-6324-4dd9-bc45-8e9c3d88cd76
344d7d53-59f3-4f65-b1e0-4084b487d4ed
worker
implement
dc3bf9215aac8877
gin
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": "Inspect `binding/binding.go` and a sample implementation to diagnose the build error.", "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": false, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": true, "n...
{ "task_id": "afca4dc58e8b34e1", "repo": "gin", "split": "train", "archetype": "multi_part", "prompt_group": "gin:85dcdab94f26", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "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
22
00a3b1cf-447e-4378-9bcd-0f4af254961d
601a3e32-6324-4dd9-bc45-8e9c3d88cd76
bdf9bfe4-9ad7-48ac-a5ee-0e24181d15b2
worker
implement
dc3bf9215aac8877
gin
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": "Fix the `Binding` interface mismatch by renaming `Bind` to `BindRequest` in all implementing structs.", "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": true, ...
{ "task_id": "afca4dc58e8b34e1", "repo": "gin", "split": "train", "archetype": "multi_part", "prompt_group": "gin:85dcdab94f26", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "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
5
603bf4b6-9527-458b-bb25-8c3cdfd0190f
603bf4b6-9527-458b-bb25-8c3cdfd0190f
4f189d9d-860f-4c51-b6b4-fcb565e7cb21
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": "the symlink depth check is failing on a broken symlink\n\nWhen I run `fd -L --max-depth 1 broken_link` on a symlink that points to a non-existent target, `fd` crashes with:\n\n```\nError: Os { code: 2, kind: NotFound, message: \"No such file or directory\" }\n```\n\nThis happens in...
{ "tools": [ "command", "command_output", "wait" ], "requests": [ { "need": "run a shell command to create a broken symlink and test fd", "exact": [ "command" ], "after": [ "command_output", "wait" ], "scores": { "diff": 0, ...
{ "task_id": "c6415a1919fcad7c", "repo": "fd", "split": "train", "archetype": "bugfix", "prompt_group": "fd:50425e5cb5eb", "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
20
605abe45-ac44-42f0-8cea-839a2cbab7be
605abe45-ac44-42f0-8cea-839a2cbab7be
9c8e5f25-d9ef-47be-bb12-92111ef29fe0
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 list all the branches in this repo?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_branches" ], "requests": [ { "need": "run a git command to list all branches", "exact": [ "command" ], "after": [], "scores": { "terminal_open": 2, "verify": 0, "edit": 0, "replace_lines": 0, "code_rewrite": 0,...
{ "task_id": "7baa001889f99c34", "repo": "express", "split": "train", "archetype": "git_history", "prompt_group": "express:ccf4172100d3", "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
606aabab-dd15-43a3-8c14-10db3a2c7d72
606aabab-dd15-43a3-8c14-10db3a2c7d72
7b121688-3a95-4a33-913d-356a131485cf
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": "I'm getting some weird behavior with flag grouping. Check `flag_groups.go` and tell me how the grouping logic is applied when generating the help output.", "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": "c126fc59e0e8f31a", "repo": "cobra", "split": "train", "archetype": "explain_code", "prompt_group": "cobra:ebaa9d53fdad", "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
6078d250-ccf1-483f-965e-169ad1bb2a6f
6078d250-ccf1-483f-965e-169ad1bb2a6f
42f9c992-22da-477f-bbfe-32b3f5cf2a6d
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 seeing some weird behavior in the shell. Can you explain how lib/thor/shell/color.rb implements colorization? I need to know if it's using standard ANSI escape codes.", "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": "5c17bc736dc6ec93", "repo": "thor", "split": "train", "archetype": "explain_code", "prompt_group": "thor:7012d7df4710", "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
609a52f0-70fd-4ef9-87d7-5d4b0ddcb1e0
609a52f0-70fd-4ef9-87d7-5d4b0ddcb1e0
a6575298-9aab-460d-80ca-75fa214ac14e
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 need to understand where the 'Template not found' error message comes from. Is it in `src/flask/templating.py` or handled elsewhere?", "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": "ee35325124cff827", "repo": "flask", "split": "train", "archetype": "locate", "prompt_group": "flask:2e1ec4aca974", "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
60ea4598-ee0b-4d9f-b458-abbd9d9d8668
60ea4598-ee0b-4d9f-b458-abbd9d9d8668
f7c0287f-9da2-47cd-ae19-cd3e714493b4
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": "I'm trying to verify the current health status of the gin-gonic project. Can you check the Travis CI badge or the GitHub Actions page for the master branch to see if the build is currently passing? I need to know if the latest commit on main is green before I merge my PR.", "root...
{ "tools": [ "fetch_url", "web_search" ], "requests": [ { "need": "web_search and fetch_url to look up the gin-gonic/gin GitHub repository and its build status (Travis CI or GitHub Actions)", "exact": [ "fetch_url", "web_search" ], "after": [ "fetch_url"...
{ "task_id": "4713aa5191a0adbb", "repo": "gin", "split": "train", "archetype": "web", "prompt_group": "gin:f9db1932e128", "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
60fa2400-5b2c-4f75-ab60-32e7f7a19c72
60fa2400-5b2c-4f75-ab60-32e7f7a19c72
ce7596d5-0539-4a2d-9487-0181df62996b
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": "Generate the man page. I ran `scripts/update-help.awk` but I think the output in `doc/fd.1` is stale. Can you verify if the current CLI help matches the man page content?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command" ], "requests": [ { "need": "run shell commands like cargo run -- --help", "exact": [], "after": [], "scores": { "git_diff": 0, "process_list": 1, "command": 4, "page_act": 0, "scan_list": 0, "process_signal": 0,...
{ "task_id": "bc196caeac83d135", "repo": "fd", "split": "train", "archetype": "locate", "prompt_group": "fd:525156395ba5", "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
60fba3c8-e48a-45c3-ab39-9986cd3ffbdd
60fba3c8-e48a-45c3-ab39-9986cd3ffbdd
ba7e5553-f233-4aca-b0fc-02064b45f1b3
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 need to find the flag group implementation. Where are the types defined and which tests cover the grouping behavior?", "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": "1a29a895740b25f0", "repo": "cobra", "split": "train", "archetype": "locate", "prompt_group": "cobra:03d13ac23be2", "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
610c353c-39a8-4af1-91bc-69964a904667
610c353c-39a8-4af1-91bc-69964a904667
c67f363d-e823-49f7-a345-4cd6a248736c
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": "Kannst du in `active_help.go` die Formatierung der Hilfe-Ausgabe leicht anpassen, damit die Abstände zwischen den Flaggen-Gruppen etwas größer sind?", "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": "7b05063fc50a99e3", "repo": "cobra", "split": "train", "archetype": "commit", "prompt_group": "cobra:a502d67d592e", "lang": "de", "author_model": "gemma-4-26b-a4b-it", "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
11
610c353c-39a8-4af1-91bc-69964a904667
610c353c-39a8-4af1-91bc-69964a904667
20581e50-8107-44c8-b13d-ccae4f39b12c
coordinator
implement_investigate
dc3bf9215aac8877
cobra
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": "Super, bitte erstelle dafür einen neuen Branch namens `fix/help-spacing` und committe die Änderung mit einer passenden Nachricht.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "list_dir", "grep...
{ "tools": [], "requests": [ { "need": "git checkout, git commit, and terminal access to run git commands", "exact": [], "after": [ "git_checkout" ], "scores": { "jq": 0, "page_close": 0, "stat": 0, "view_image": 0, "terminal_close": ...
{ "task_id": "7b05063fc50a99e3", "repo": "cobra", "split": "train", "archetype": "commit", "prompt_group": "cobra:a502d67d592e", "lang": "de", "author_model": "gemma-4-26b-a4b-it", "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
11
613964d7-bf6b-434c-aadf-abc0c846bcf4
613964d7-bf6b-434c-aadf-abc0c846bcf4
adab09bd-23e1-47bc-88ad-367dd7b365af
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": "Check `axum/src/routing/path_router.rs` and see if we can rename the internal variable `segments` to `path_segments` to be more explicit. Do a global search to make sure you catch all references.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "imp...
{ "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": "69c0c0e00278b72d", "repo": "axum", "split": "train", "archetype": "small_change", "prompt_group": "axum:510488b68b1e", "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
6
615395c2-8510-4c70-9dbe-d5bb37de9ee9
615395c2-8510-4c70-9dbe-d5bb37de9ee9
6ce369b3-d6df-4b62-abc6-977145af2039
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": "Estoy buscando información sobre la vulnerabilidad CVE-2023-34048 relacionada con Okio. ¿Puedes buscar en la base de datos pública de NVD o en GitHub Advisories para confirmarla y darme la gravedad? También revisa la versión actual de Okio en `gradle/libs.versions.toml` para ver si...
{ "tools": [ "fetch_url", "http_request", "web_search" ], "requests": [ { "need": "web_search to find information about CVE-2023-34048 Okio vulnerability", "exact": [ "web_search" ], "after": [ "fetch_url" ], "scores": { "copy": 0, ...
{ "task_id": "fec2268a55e5818f", "repo": "okhttp", "split": "train", "archetype": "web", "prompt_group": "okhttp:2e0421045144", "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
19
6160946d-7ff2-419b-b9a4-8c180e7a8c75
6160946d-7ff2-419b-b9a4-8c180e7a8c75
f9233287-52e5-40ea-8f6b-9d614b8034d1
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": "Hey, quick question about the `RuntimeTypeAdapterFactory`. I have a base class `Shape` with subclasses `Circle` and `Square`. When I serialize a `List<Shape>`, the JSON doesn't include the concrete type info by default. Does `RuntimeTypeAdapterFactory` automatically inject a discri...
{ "tools": [ "web_search" ], "requests": [ { "need": "search for information about Gson's RuntimeTypeAdapterFactory and how it handles type discriminators during serialization and deserialization", "exact": [], "after": [ "web_search" ], "scores": { "process_s...
{ "task_id": "a62522117e6be86d", "repo": "gson", "split": "train", "archetype": "question", "prompt_group": "gson:7501d99f9623", "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
26
6163ac88-6a91-4270-9676-c446b5f65de9
6163ac88-6a91-4270-9676-c446b5f65de9
ef052239-c307-4b52-b9f5-166afe39b759
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": "refactor lib/thor/shell/color.rb to use frozen string literals at the top of the file", "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": "813cb3d1d9ae25fe", "repo": "thor", "split": "train", "archetype": "commit", "prompt_group": "thor:7ee3695c5404", "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
6163ac88-6a91-4270-9676-c446b5f65de9
6163ac88-6a91-4270-9676-c446b5f65de9
db221457-8dee-4ee5-9896-e7a8da547adc
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": "commit these changes with a descriptive message", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read" ], "loaded": [ "read" ] }
{ "tools": [ "command", "git_commit", "git_diff", "git_status" ], "requests": [ { "need": "Run git commands to check status and commit", "exact": [], "after": [ "git_status", "git_diff", "git_commit" ], "scores": { "extend_worker_bu...
{ "task_id": "813cb3d1d9ae25fe", "repo": "thor", "split": "train", "archetype": "commit", "prompt_group": "thor:7ee3695c5404", "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
19
6174b1a7-bf83-4b49-bcdb-dd509fd6e4c0
6174b1a7-bf83-4b49-bcdb-dd509fd6e4c0
bf7ec291-efba-4c96-beef-4fa95fad735d
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": "Can you show me the git blame for the lines in shell_completions.go that handle the ShellCompDirective?", "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": "21f5d3cfe380cc51", "repo": "cobra", "split": "train", "archetype": "git_history", "prompt_group": "cobra:f048df0aa68c", "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
7
617c349e-6f30-45c0-be21-9ac8a46efba8
617c349e-6f30-45c0-be21-9ac8a46efba8
b37d9e52-536b-4a80-89b0-60c0f7113093
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": "Add a small helper method to `lib/thor/util.rb` that checks if a string is a valid file path.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "edit", "replace_lines", "terminal_close", "terminal_open", "write" ], "requests": [ { "need": "Write file edits - need to add a method to lib/thor/util.rb and add tests to spec/util_spec.rb", "exact": [ "write" ], "after": [], "scores": {...
{ "task_id": "8e84aed648572db5", "repo": "thor", "split": "train", "archetype": "commit", "prompt_group": "thor:c698af89d576", "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
11
617c349e-6f30-45c0-be21-9ac8a46efba8
617c349e-6f30-45c0-be21-9ac8a46efba8
4c245872-ca3f-4d0d-b9b2-c368a8a0b41a
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": "Commit these changes with a descriptive message and create a new branch called 'feature/path-helper'", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "update_progress", "read", "terminal_close...
{ "tools": [ "git_checkout", "git_commit", "git_log", "git_status" ], "requests": [ { "need": "Git operations: git_status, git_diff, git_log, git_commit, git_checkout to survey changes and create branch + commit", "exact": [ "git_checkout", "git_commit", "gi...
{ "task_id": "8e84aed648572db5", "repo": "thor", "split": "train", "archetype": "commit", "prompt_group": "thor:c698af89d576", "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
8
617c62d7-8e69-46b0-a545-b359f290efb3
617c62d7-8e69-46b0-a545-b359f290efb3
aeef57cf-6614-4404-9640-7117935f4bb4
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": "where are the error handlers for 404 and 500 defined in the examples? look at examples/error-pages/", "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": "e7c8d00a78be5bdb", "repo": "express", "split": "train", "archetype": "locate", "prompt_group": "express:33d751be548e", "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
61d6a5bd-78c7-4502-905f-6f5f148e58da
61d6a5bd-78c7-4502-905f-6f5f148e58da
40e2ffa4-5bc5-4c5f-8a06-e13569eb992e
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": "C'è un errore nel commit precedente, ho incluso per sbaglio dei log di debug in render/json.go. Puoi fare il revert di quell'ultimo commit e poi ripristinare il lavoro precedente?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investiga...
{ "tools": [ "command", "git_diff", "git_log", "git_show", "git_status" ], "requests": [ { "need": "git tools to check status, log, and revert commits", "exact": [], "after": [ "command", "git_diff", "git_show" ], "scores": { "c...
{ "task_id": "b3c28fbd9739cef2", "repo": "gin", "split": "train", "archetype": "commit", "prompt_group": "gin:737cfc0e08da", "lang": "it", "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
10
61f915a2-24f2-4e46-9669-64ec41399a94
61f915a2-24f2-4e46-9669-64ec41399a94
3e21887d-034c-400d-ba07-b18127c2fadc
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": "Ich schaue mir gerade `test/res.render.js` an. Was genau wird dort getestet, wenn es um das Rendering von Templates geht?", "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": "218ef19a8da34158", "repo": "express", "split": "train", "archetype": "explain_code", "prompt_group": "express:d0347f141422", "lang": "de", "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
10
625bf3c3-584c-491b-ae06-095b9c5c9257
625bf3c3-584c-491b-ae06-095b9c5c9257
0c51ac5f-f2f7-41a9-a162-cf9434e8e48f
coordinator
implement_investigate
dc3bf9215aac8877
axum
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": "我在写一个基于 SSE 的服务,参考了 examples/sse 目录下的代码。但是我遇到一个问题:当客户端断开连接时,服务端并没有及时释放资源。能帮我看看 axum-extra/src/response 里的相关实现,或者 examples/sse/src/main.rs 里的逻辑,有没有什么明显的内存泄漏风险?", "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": "cc152eb7d570fd63", "repo": "axum", "split": "train", "archetype": "run_and_verify", "prompt_group": "axum:2f72cc6055a8", "lang": "zh", "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
628f7abb-e329-4b04-add8-f37ddfb19995
628f7abb-e329-4b04-add8-f37ddfb19995
31022e22-dd92-4bb6-85cb-5cd83f63d0ca
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": "Can Gson handle Java Records out of the box with Java 17+? I noticed in the test files there's a Java17RecordReflectionTest. Does it use reflection or is there special handling?", "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": "3197324767f18f4c", "repo": "gson", "split": "train", "archetype": "question", "prompt_group": "gson:93a3f9ccc153", "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
6297b7ef-7b50-49e7-94ac-510b3e2b67e0
6297b7ef-7b50-49e7-94ac-510b3e2b67e0
62831196-fc6b-4ca2-8530-591c599422d3
coordinator
implement_investigate
dc3bf9215aac8877
axios
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": "Olá, estou tendo um problema com o `composeSignals` em `lib/helpers/composeSignals.js`. Quando passo um AbortController existente e uma nova opção de timeout, o sinal original às vezes é cancelado imediatamente, mesmo que o timeout ainda tenha tempo. Aqui está o stack trace:\n\nErr...
{ "tools": [], "requests": [ { "need": "I need to write a file to create a reproduction test case. I will use the 'write' tool.", "exact": [ "write" ], "after": [ "command" ], "scores": { "stat": 0, "page_snapshot": 0, "terminal_open": ...
{ "task_id": "f30159703a2ddee2", "repo": "axios", "split": "train", "archetype": "bugfix", "prompt_group": "axios:cd31a0c0961c", "lang": "pt", "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
16
62ae0786-250f-4430-a756-03626422c792
62ae0786-250f-4430-a756-03626422c792
cbc8604a-294e-4981-a090-d18da27e1ef4
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": "Explain the flow of a request through `lib/application.js`. How does it eventually get to the router?", "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": "6e00eb656ffbaf17", "repo": "express", "split": "train", "archetype": "explain_code", "prompt_group": "express:92437427777b", "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
62b8e00b-98ff-45c5-9a18-a548a728782f
62b8e00b-98ff-45c5-9a18-a548a728782f
16750b93-aa0b-4262-8d46-7bee533d6415
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": "I'm looking for the source of the 'panic on Hijack' issue. which file handles Hijack and CloseNotify?", "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": "2d1ab97dec33a4c3", "repo": "gin", "split": "train", "archetype": "locate", "prompt_group": "gin:126ea369733d", "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
62ce55f3-5b36-4ebb-a74e-1336956357b7
62ce55f3-5b36-4ebb-a74e-1336956357b7
7717fcdc-e756-44b0-a32d-75d0f5754ac5
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": "Can you check the dependency tree for `tower`? I want to make sure we aren't pulling in multiple conflicting versions of `http` or `hyper` that might cause type mismatches in our middleware.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implemen...
{ "tools": [ "command" ], "requests": [ { "need": "Run cargo tree to inspect tower's dependency chain and check for conflicting http/hyper versions", "exact": [], "after": [], "scores": { "move": 0, "stat": 0, "secret_list": 0, "git_merge": 0, ...
{ "task_id": "a4192906f463fc5e", "repo": "axum", "split": "train", "archetype": "dependencies", "prompt_group": "axum:dc3e1ac9ccdb", "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
62ce55f3-5b36-4ebb-a74e-1336956357b7
62ce55f3-5b36-4ebb-a74e-1336956357b7
d030edd9-1c3d-40b3-9092-174f507ed7c1
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": "If there are duplicates, suggest a way to unify them in the root `Cargo.toml`.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "command", "request_tools", "list_dir", "grep" ], "loade...
{ "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": "a4192906f463fc5e", "repo": "axum", "split": "train", "archetype": "dependencies", "prompt_group": "axum:dc3e1ac9ccdb", "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
62ce55f3-5b36-4ebb-a74e-1336956357b7
62ce55f3-5b36-4ebb-a74e-1336956357b7
b4771d18-408f-4cae-84b8-9b803b28db1b
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": "Check if `axum-extra/src/handler/mod.rs` is affected by any version mismatches.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "command", "request_tools", "list_dir", "grep" ], "load...
{ "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": "a4192906f463fc5e", "repo": "axum", "split": "train", "archetype": "dependencies", "prompt_group": "axum:dc3e1ac9ccdb", "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
6302118a-f344-4d31-92d6-55136637c4e9
6302118a-f344-4d31-92d6-55136637c4e9
3bc14cf3-bada-4b14-b324-bfa3d8d37d49
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": "Pode verificar se o projeto compila e rodar os testes unitários? Estou vendo alguns avisos no `axum-core` e quero ter certeza de que nada quebrou após o último merge.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "command_output", "git_branches", "git_diff", "git_log", "git_status", "wait" ], "requests": [ { "need": "command tool to run cargo check and cargo test", "exact": [ "command" ], "after": [ "command_output", "w...
{ "task_id": "6e0b4cc36cf8f4b4", "repo": "axum", "split": "train", "archetype": "run_and_verify", "prompt_group": "axum:f07e2e1713d3", "lang": "pt", "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
2
630e2ddf-ea89-4779-b166-a749d4a7f9cf
630e2ddf-ea89-4779-b166-a749d4a7f9cf
878bef78-94bd-440d-8811-7addc6975718
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": "I need to experiment with a new way of handling `binding/form.go` but I don't want to mess up my current work. Create a branch `experiment/form-binding` and move my current uncommitted changes over there.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surfa...
{ "tools": [ "command", "git_branches", "git_checkout", "git_stash_list", "git_status" ], "requests": [ { "need": "git operations: check status, create branch, stash uncommitted changes, checkout that branch", "exact": [], "after": [ "git_stash_list", "git...
{ "task_id": "1eb6f915bd8876b0", "repo": "gin", "split": "train", "archetype": "commit", "prompt_group": "gin:c8cd89ca8955", "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
63506943-be83-41b5-8500-39e4283f0d49
63506943-be83-41b5-8500-39e4283f0d49
70eaf396-94a0-446b-bb54-c30d40032df4
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": "Hey, the `requests.get()` function in `src/requests/api.py` is supposed to support a `timeout` parameter. I'm passing `timeout=5` but it seems to be ignored for the connection phase in `src/requests/adapters.py`.\n\nI'm using a custom adapter that inherits from `HTTPAdapter`. When ...
{ "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": "81d12e0bc5fce371", "repo": "requests", "split": "train", "archetype": "bugfix", "prompt_group": "requests:10a9df879cee", "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
6363adf2-26aa-43c2-b30c-8a274efc4550
6363adf2-26aa-43c2-b30c-8a274efc4550
85d60628-4acd-454a-a0a5-d09049bc222d
coordinator
implement_investigate
dc3bf9215aac8877
slim
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 the route argument decoding works in Slim/Routing/RouteResolver.php? I saw a commit recently about stopping double decoding and want to understand the current flow.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_inve...
{ "tools": [ "git_log", "source_history" ], "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-to...
{ "task_id": "0d8193fc7b45b7d9", "repo": "slim", "split": "train", "archetype": "explain_code", "prompt_group": "slim:b78b900647c0", "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
301ee0c0-6844-4457-8a9f-723944ec0007
63a437c0-fac3-436a-9257-a69e4045d2b5
576209f6-1819-46e1-994f-3f3f51932d51
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": "Locate the file NestedStartStopTest.kt in the repository using find or grep.", "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": false, "native-jq-tool": false, "native-list-dir-tool": false...
{ "task_id": "00bd4e6721b663ef", "repo": "okhttp", "split": "train", "archetype": "multi_part", "prompt_group": "okhttp:d9ab1edf4e24", "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
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{ "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": "Reproduce flakiness in NestedStartStopTest.kt by running it multiple times.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [ "chmod" ], "requests": [ { "need": "chmod tool to fix gradlew execute permission, and read tool to review test results", "exact": [ "chmod" ], "after": [], "scores": { "git_blame": 0, "handoff_init": 0, "update_progress": 0, ...
{ "task_id": "00bd4e6721b663ef", "repo": "okhttp", "split": "train", "archetype": "multi_part", "prompt_group": "okhttp:d9ab1edf4e24", "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
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{ "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": "Reproduce flakiness in NestedStartStopTest.kt by running it multiple times using Maven.", "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": false, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": true, "n...
{ "task_id": "00bd4e6721b663ef", "repo": "okhttp", "split": "train", "archetype": "multi_part", "prompt_group": "okhttp:d9ab1edf4e24", "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
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{ "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": "Coordinator decision: Run the test via Gradle (./gradlew :mockwebserver3-junit5:test --tests 'mockwebserver3.junit5.NestedStartStopTest') and iterate 10 times, since the constraint 'Use mvn test' is impractical.\nContinue the task with this choice.", "root_count": 1, "posture": "bui...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "run", "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": "00bd4e6721b663ef", "repo": "okhttp", "split": "train", "archetype": "multi_part", "prompt_group": "okhttp:d9ab1edf4e24", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "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
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{ "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": "Locate QueueDispatcher.kt and StartStopExtension.kt.", "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": false, "native-jq-tool": false, "native-list-dir-tool": false...
{ "task_id": "00bd4e6721b663ef", "repo": "okhttp", "split": "train", "archetype": "multi_part", "prompt_group": "okhttp:d9ab1edf4e24", "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
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{ "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 the source files relevant to the flakiness investigation.", "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": "00bd4e6721b663ef", "repo": "okhttp", "split": "train", "archetype": "multi_part", "prompt_group": "okhttp:d9ab1edf4e24", "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
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{ "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 version in package.json is currently 1.20.0. Bump it to 1.21.0-rc.1 for the release candidate build.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "edit" ], "requests": [ { "need": "Write or replace the contents of a file in the project tree (package.json)", "exact": [ "write" ], "after": [], "scores": { "terminal_send": 0, "scan_pack": 0, "answer_decision": 0, "view_...
{ "task_id": "523aea6a13a82b48", "repo": "axios", "split": "train", "archetype": "chores", "prompt_group": "axios:f008b94416ce", "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
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thor
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false
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{ "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 error message in `lib/thor/error.rb` for missing arguments is a bit cryptic. Can we change it to: 'Error: The required argument %{arg} is missing'?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "edit", "replace_lines" ], "requests": [ { "need": "edit files and run command to change error message in lib/thor/parser/arguments.rb and run tests", "exact": [ "command", "edit" ], "after": [ "command" ], "scores...
{ "task_id": "a870e0bf11e38d24", "repo": "thor", "split": "train", "archetype": "small_change", "prompt_group": "thor:fff2b5895e2b", "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
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{ "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 package.json between the current state and the commit 84a9f3b (the 1.20.0 release preparation).", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command" ], "requests": [ { "need": "run shell command to get package.json from git commit 84a9f3b", "exact": [ "command" ], "after": [], "scores": { "git_merge": 0, "extend_worker_budget": 0, "scan_query": 0, "render_view...
{ "task_id": "22b642faf448580a", "repo": "axios", "split": "train", "archetype": "git_history", "prompt_group": "axios:d079cbaa7224", "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
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coordinator
implement_investigate
dc3bf9215aac8877
axios
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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": "Were there any significant dependency bumps in that range?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "command", "request_tools", "read" ], "loaded": [ "command", "command_ou...
{ "tools": [ "command", "git_diff", "git_show" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "run", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-r...
{ "task_id": "22b642faf448580a", "repo": "axios", "split": "train", "archetype": "git_history", "prompt_group": "axios:d079cbaa7224", "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
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worker
implement
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thor
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{ "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": "Locate the definition and all call sites of `find_gem_path` using grep/search.", "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": false, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": true, "n...
{ "task_id": "cf57ed46a0e712e7", "repo": "thor", "split": "train", "archetype": "refactor", "prompt_group": "thor:25f89e97a5f5", "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
10
ee7aa091-e6e1-4fe9-99ae-ce2b3210399e
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worker
implement
dc3bf9215aac8877
thor
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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 lib/thor/util.rb to verify find_gem_path method.", "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": "cf57ed46a0e712e7", "repo": "thor", "split": "train", "archetype": "refactor", "prompt_group": "thor:25f89e97a5f5", "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
11
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worker
implement
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thor
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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 actual implementation or call sites of the gem path logic by searching for 'runner', 'shell', and 'actions' components and code related to gem paths.", "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": "cf57ed46a0e712e7", "repo": "thor", "split": "train", "archetype": "refactor", "prompt_group": "thor:25f89e97a5f5", "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
12
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coordinator
implement_investigate
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flask
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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": "¿Cómo funciona el sistema de registro de rutas en `src/flask/app.py`? Quiero entender cómo se asocian los decoradores a las funciones de vista.", "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": "084620fca203746c", "repo": "flask", "split": "train", "archetype": "explain_code", "prompt_group": "flask:a3d02d4378a5", "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
15
6457d0b8-2ba1-4154-a8ad-b57c84d5d0a7
6457d0b8-2ba1-4154-a8ad-b57c84d5d0a7
0f4495a7-f02b-4d7e-acdd-ea47aa3403ac
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 verify the version consistency across the codebase. Please read the version string from `httpx/__version__.py` and compare it against the `version` field in `pyproject.toml`. If they don't match, tell me what the diff is.", "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": "e5ec9ceb79fd839d", "repo": "httpx", "split": "train", "archetype": "data_files", "prompt_group": "httpx:de2a24366d37", "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
6459f69f-9a67-45d4-82ed-6e0d5f160b85
6459f69f-9a67-45d4-82ed-6e0d5f160b85
9f633644-3b59-4954-bac4-8852cd3be571
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": "Can you walk me through the implementation of `JsonParser.parseReader`? I want to see how it handles the stream.", "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": "2ea09136be8673cc", "repo": "gson", "split": "train", "archetype": "explain_code", "prompt_group": "gson:b030d3a9ba46", "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
64952af2-73b3-45b3-b9ed-ed8bc37a9835
64952af2-73b3-45b3-b9ed-ed8bc37a9835
b543f737-4ba2-44e5-8bf7-6a8c44bfa9a5
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": "Check what changed today in the repo. I remember seeing some PRs merged regarding SSE and connection limits. Can you summarize the diffs for those commits?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_log", "git_show" ], "requests": [ { "need": "read git commit logs to find changes made today", "exact": [], "after": [ "git_show" ], "scores": { "capture_page": 0, "terminal_send": 0, "git_diff": 2, "page_snapshot"...
{ "task_id": "155b2b74da99a20c", "repo": "axum", "split": "train", "archetype": "chores", "prompt_group": "axum:e6cd1a4a6028", "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
2
64a8b7fd-0cbb-49f0-bed5-2c578a6c653b
64a8b7fd-0cbb-49f0-bed5-2c578a6c653b
a15435a5-5fc4-4146-81b8-dfdd956cc186
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": "Add a `timeout` parameter to the `httpx.get` function signature in `httpx/_api.py` to allow overriding the default client timeout.", "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": "f04d2d494a3483cc", "repo": "httpx", "split": "train", "archetype": "small_change", "prompt_group": "httpx:2c1eae52da94", "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
64c8c9a2-7d43-400e-98c7-73686249c065
64c8c9a2-7d43-400e-98c7-73686249c065
f1bad85c-c708-471c-9626-d083a21ff697
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": "Add a new test case to `gson/src/test/java/com/google/gson/functional/StringTest.java` that verifies how empty strings are handled during deserialization.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "edit", "verify" ], "requests": [ { "need": "write file to add empty string tests to StringTest.java", "exact": [ "write" ], "after": [ "command" ], "scores": { "page_snapshot": 0, "page_act": 0, "s...
{ "task_id": "5dbf379d12529860", "repo": "gson", "split": "train", "archetype": "commit", "prompt_group": "gson:653bf52c3056", "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
22
64c8c9a2-7d43-400e-98c7-73686249c065
64c8c9a2-7d43-400e-98c7-73686249c065
5ed8653e-ad43-48c5-9be9-b06d7d4d6038
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": "Looks good. Create a new branch called `feature/empty-string-test`, commit this change with a descriptive message, and push it.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "command", "verify"...
{ "tools": [ "command", "delete", "git_checkout", "git_commit", "git_diff", "git_status" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "change", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool...
{ "task_id": "5dbf379d12529860", "repo": "gson", "split": "train", "archetype": "commit", "prompt_group": "gson:653bf52c3056", "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
64d6bf1b-08df-4505-b182-3dd3d2e35460
64d6bf1b-08df-4505-b182-3dd3d2e35460
a3dbf24f-2ffd-4fea-b843-bd25e358ee3e
coordinator
implement_investigate
dc3bf9215aac8877
slim
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 verify the external dependencies. Visit https://packagist.org/packages/slim/slim and tell me what the current stable version is and when it was last updated. I want to make sure my composer.json isn't pointing to an outdated version.", "root_count": 1, "posture": "bui...
{ "tools": [ "command", "fetch_url", "jq" ], "requests": [ { "need": "Fetch a web page (https://packagist.org/packages/slim/slim) to read its HTML content and extract version information", "exact": [], "after": [], "scores": { "restore_version": 0, "page_clo...
{ "task_id": "be054a2b40007331", "repo": "slim", "split": "train", "archetype": "web", "prompt_group": "slim:69e183fefcbe", "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
64ddc5ea-7692-4e51-a4b2-aa61d8bd394d
64ddc5ea-7692-4e51-a4b2-aa61d8bd394d
157eea3a-4f01-4ccb-bd18-6ce584428be3
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": "Ho visto un errore di compilazione riguardo a `exit_codes`. Dove sono definiti i codici di uscita personalizzati?", "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": "82da4491e531c493", "repo": "fd", "split": "train", "archetype": "locate", "prompt_group": "fd:2944e0e956e9", "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
1
64e4660e-9428-47ec-8ee6-25f78284845f
64e4660e-9428-47ec-8ee6-25f78284845f
4e830766-aa8a-4b36-b0bc-71278f459788
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": "I'm trying to debug a panic in Copy. Can you show me the definition of the Copy method on context and where it's called from?", "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": "fd923d3cf0ab2388", "repo": "gin", "split": "train", "archetype": "locate", "prompt_group": "gin:b36117e91b4d", "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
2
64ee7564-3e03-40c5-9f21-eb1142f30893
64ee7564-3e03-40c5-9f21-eb1142f30893
929c5759-4b97-467a-b749-ef76a4295acb
coordinator
implement_investigate
dc3bf9215aac8877
slim
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's the code that stops route arguments from being decoded twice? #3470", "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": "9af36cb13ef6ce97", "repo": "slim", "split": "train", "archetype": "locate", "prompt_group": "slim:0a2f4e87d306", "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
64fe1955-3768-4b7e-a069-f4daeee3309d
64fe1955-3768-4b7e-a069-f4daeee3309d
458cb77a-8e2d-49f1-8fc6-abe561fbfbd5
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": "where is the retry logic implemented? I need to understand how the fallback happens.", "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": "05bd264203d4eb8b", "repo": "httpx", "split": "train", "archetype": "locate", "prompt_group": "httpx:bbe7221a438b", "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
6529c3ee-ba00-4c85-945b-127283f27207
6529c3ee-ba00-4c85-945b-127283f27207
8f1b06a5-b2ea-4cb6-a03d-08436a38d946
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": "In `src/error.rs`, update the error message for filesystem access errors to be more descriptive. Instead of just 'permission denied', try to include the path that caused the issue.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investig...
{ "tools": [ "command", "edit", "write" ], "requests": [ { "need": "Edit a small section of src/error.rs to add a Display impl for SanitizedError<ignore::Error>", "exact": [ "edit" ], "after": [ "command", "write" ], "scores": { "...
{ "task_id": "c80db4cd873ab910", "repo": "fd", "split": "train", "archetype": "small_change", "prompt_group": "fd:517c3ac071ab", "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
653f62f5-e017-421b-b29e-e3310601b5fa
653f62f5-e017-421b-b29e-e3310601b5fa
a76a3b10-c7ed-4851-ad8d-9ef3d26b7011
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": "Hola, estoy intentando ejecutar el suite de pruebas pero me da este error: 'PHP Fatal error: Uncaught Error: Class \"Slim\\Factory\\AppFactory\" not found'. He hecho composer install y las dependencias están ahí. ¿Podrías revisar por qué no se cargan bien las clases de Slim/Factory...
{ "tools": [ "command", "write" ], "requests": [ { "need": "run shell commands", "exact": [], "after": [ "write" ], "scores": { "scan_summary": 0, "chmod": 0, "extract_archive": 0, "verify": 0, "chown": 0, "git_log":...
{ "task_id": "40cfbf4f70ab64b5", "repo": "slim", "split": "train", "archetype": "run_and_verify", "prompt_group": "slim:e53b14e76c2e", "lang": "es", "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
10
65410a0a-6480-4569-ac4f-38082d0f33e1
65410a0a-6480-4569-ac4f-38082d0f33e1
ebd901c2-7485-4106-b6bb-8e0b5fdc29a5
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": "Wait for the local development server to be ready. Once you see 'Server listening on port 3000' in the logs, let me know so I can trigger the integration tests.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "command_output", "terminal_open" ], "requests": [ { "need": "start a background development server and monitor its terminal output for the 'listening on port 3000' message", "exact": [], "after": [ "command", "command_output" ], ...
{ "task_id": "f9ee74cc3ad75007", "repo": "axios", "split": "train", "archetype": "ops", "prompt_group": "axios:405cb5dcea78", "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
10
6554d5a4-ca36-460d-a96a-7d7f91792d1c
6554d5a4-ca36-460d-a96a-7d7f91792d1c
5176edb0-571b-48a5-a088-5bb9bcc13866
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": "Check the current status of https://httpbin.org/status/500. I need to know if the server is actually returning a 500 or if it's down entirely. Also, check if https://httpbin.org/json is serving valid JSON right now.", "root_count": 1, "posture": "build", "workers_in_flight": ...
{ "tools": [ "http_request" ], "requests": [ { "need": "make HTTP requests to check URL status and content", "exact": [], "after": [], "scores": { "page_close": 0, "secret_revoke": 0, "git_stash_list": 0, "delete": 0, "write": 0, "sec...
{ "task_id": "1127c214c6a2d982", "repo": "requests", "split": "train", "archetype": "web", "prompt_group": "requests:0d66471cfce6", "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
65a862ed-0021-4473-92ac-f2e98aaa012b
65a862ed-0021-4473-92ac-f2e98aaa012b
cf168192-5d36-4718-9ef4-e2a2f520ee8a
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": "Open a terminal session in the devcontainer so I can manually run the setup scripts.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "terminal_open" ], "requests": [ { "need": "open a live host terminal (pty)", "exact": [], "after": [], "scores": { "extract_archive": 0, "scan_compare": 0, "render_view": 0, "git_show": 0, "code_rewrite": 0, "source_hist...
{ "task_id": "a7bba1cb263a222c", "repo": "flask", "split": "train", "archetype": "ops", "prompt_group": "flask:e5c3899be38f", "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
6
65c7ce9a-18cd-443a-89bf-676759e80363
65c7ce9a-18cd-443a-89bf-676759e80363
137a5d51-57d3-4a62-90ed-fb46957b6ff1
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": "Fix the race condition in `lib/cancel/CancelToken.js`.\n\nIf I cancel a request and immediately create a new one with the same token source, the second request gets cancelled too.\n\nThis is happening because `source.token` is shared state incorrectly or not reset properly. Here's ...
{ "tools": [ "command", "edit", "git_diff", "replace_lines", "write" ], "requests": [ { "need": "replace_lines to atomically replace the CancelToken.source() method with a wrapper that creates a fresh token on each cancel call", "exact": [ "replace_lines" ], ...
{ "task_id": "4c0f90bb4e8d35c9", "repo": "axios", "split": "train", "archetype": "bugfix", "prompt_group": "axios:8f0318621a8f", "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
65c878fe-44ea-414c-8f39-40e550547299
65c878fe-44ea-414c-8f39-40e550547299
e750a8a7-5251-4687-894f-ae0370d3fd3b
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": "Ho sbagliato l'ultimo commit, ho dimenticato di includere una modifica in `axum/src/macros.rs`. Puoi fare l'amend dell'ultimo commit includendo anche quella modifica?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_status" ], "requests": [ { "need": "git status and command to run git amend", "exact": [ "command" ], "after": [], "scores": { "answer_decision": 0, "extract_archive": 0, "terminal_send": 1, "chmod": 0, ...
{ "task_id": "c5e8ffb042ad7a7f", "repo": "axum", "split": "train", "archetype": "commit", "prompt_group": "axum:e1edfeb4c493", "lang": "it", "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
65db5875-da85-4475-8c19-f02953d9e977
65db5875-da85-4475-8c19-f02953d9e977
5b974b1a-9f20-4a8b-b958-81f19864aa87
coordinator
implement_investigate
dc3bf9215aac8877
axios
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": "check package.json and see if we can bump vitest to the latest version. also check if there are any breaking changes in recent versions that might affect our current test suite in tests/unit", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implemen...
{ "tools": [], "requests": [ { "need": "web_search and fetch_url to find the latest version of vitest and its breaking changes", "exact": [ "fetch_url", "web_search" ], "after": [ "command" ], "scores": { "copy": 0, "chmod": 0, ...
{ "task_id": "4b9197ab24d65a09", "repo": "axios", "split": "train", "archetype": "dependencies", "prompt_group": "axios:85d12490c476", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "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
3
661d5cdf-c680-44cd-b56e-6b1dbc8f5251
661d5cdf-c680-44cd-b56e-6b1dbc8f5251
3e9aa7c3-51b1-4766-9ec4-044952201580
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'm looking at the README and I see `fd` is touted as an alternative to `find`. What are the specific design choices or \"opinionated defaults\" that distinguish it from GNU find? Specifically, how does it handle hidden files and .gitignore patterns out of the box?", "root_count"...
{ "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": "ec95440fbd4a6f0c", "repo": "fd", "split": "train", "archetype": "question", "prompt_group": "fd:cc04f45a11d0", "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" }